From cc9172422d71637a68d0e7b3dc3fafc2d8efcc8c Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Tue, 20 Jun 2023 12:04:08 -0500 Subject: [PATCH 01/22] start joss paper --- .github/workflows/draft-pdf.yml | 23 ++++++++++++++++++ vignettes/measr-logo.png | Bin 0 -> 222008 bytes vignettes/paper.bib | 17 +++++++++++++ vignettes/paper.md | 41 ++++++++++++++++++++++++++++++++ 4 files changed, 81 insertions(+) create mode 100644 .github/workflows/draft-pdf.yml create mode 100644 vignettes/measr-logo.png create mode 100644 vignettes/paper.bib create mode 100644 vignettes/paper.md diff --git a/.github/workflows/draft-pdf.yml b/.github/workflows/draft-pdf.yml new file mode 100644 index 0000000..56b020e --- /dev/null +++ b/.github/workflows/draft-pdf.yml @@ -0,0 +1,23 @@ +on: [push] + +jobs: + paper: + runs-on: ubuntu-latest + name: Paper Draft + steps: + - name: Checkout + uses: actions/checkout@v3 + - name: Build draft PDF + uses: openjournals/openjournals-draft-action@master + with: + journal: joss + # This should be the path to the paper within your repo. + paper-path: vignettes/paper.md + - name: Upload + uses: actions/upload-artifact@v1 + with: + name: paper + # This is the output path where Pandoc will write the compiled + # PDF. 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zwG@< Date: Tue, 20 Jun 2023 15:50:44 -0500 Subject: [PATCH 02/22] finish statement of need --- vignettes/paper.Rmd | 64 ++++++++++++++++++++ vignettes/paper.bib | 140 ++++++++++++++++++++++++++++++++++++++++++++ vignettes/paper.md | 31 ++++++++-- 3 files changed, 231 insertions(+), 4 deletions(-) create mode 100644 vignettes/paper.Rmd diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd new file mode 100644 index 0000000..b42a541 --- /dev/null +++ b/vignettes/paper.Rmd @@ -0,0 +1,64 @@ +--- +title: "measr: Bayesian psychometric measurement using 'Stan'" +output: + rmarkdown::html_vignette: + keep_md: TRUE +tags: + - R +authors: + - name: W. Jake Thompson + orcid: 0000-0001-7339-0300 + affiliation: "1, 2" +affiliations: + - name: Accessible, Teaching, Learning, and Assessment Systems + index: 1 + - name: University of Kansas + index: 2 +date: 20 June 2023 +bibliography: paper.bib +vignette: > + %\VignetteIndexEntry{measr: Bayesian psychometric measurement using 'Stan'} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +# Summary + +[![](measr-logo.png){ width=120px }](https://measr.info) + +In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). +Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. +DCMs are multi-dimensional, meaning that we can classify respondents over a profile of assessed skills, or attributes. +A Q-matrix is then used to define which items on the assessment measure each attribute. +Using the pre-defined latent profiles and the Q-matrix, DCMs then estimate the probability that respondents are in profile, or have the corresponding pattern of proficiency, or presence, of the attributes. +Finally, because DCMs are classifying respondents rather than placing them along a performance continuum, these models are able to achieve more reliable results with shorter test lengths [@templin2013a], reducing the burden on respondents. + +# Statement of need + +measr is an R package developed to easily estimate and evaluate DCMs in applied settings. +Despite the ability of DCMs to provide actionable feedback on specific skills with shorter testing times, these models have not been widely used for research or operational programs. +This is due in large part to limitations in existing software for estimating and evaluating DCMs [@sessoms2018; @ravand2020]. +Typically, DCMs are estimated with a maximum likelihood estimator, and then evaluated using limited-information fit indices [e.g., @liu2016]. +This is the approach taken when using Mplus [e.g., @templin2013b] and popular R packages GDINA [@R-gdina] and CDM [@R-cdm]. +However, as the name "limited-information" implies, these methods only look at limited relationships among the items (typically univariate and bivariate relationships). +This means that higher-level relationships between the items cannot be evaluated. + +Bayesian estimation methods offer more robust methods for evaluating model fit through posterior predictive checks [@park2015; @thompson2019]. +To date, there are three R packages that offer Bayesian estimation of DCMs: dina [@R-dina], hmcdm [@R-hmcdm], and blatent [@R-blatent]. +However, all of these packages only estimate a single type of DCM, severely limiting the generalizability of these packages to a wide range of applications. + +The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. +With 'Stan' as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. +Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the 'Stan' language is not required. + +# Example functionality + +Something... + +# Acknowledgements + +The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the the Institute or the U.S. Department of Education. + +We are grateful to the project advisory committee who provided feedback on the development of the R package: Russell Almond, Claudia Flowers, Robert Henson, and Matthew Madison. + +# References diff --git a/vignettes/paper.bib b/vignettes/paper.bib index 3ef4d6c..0c6def4 100644 --- a/vignettes/paper.bib +++ b/vignettes/paper.bib @@ -15,3 +15,143 @@ @book{dcm-handbook publisher = {Springer Cham}, doi = {10.1007/978-3-030-05584-4} } + +@article{templin2013a, + author = {Templin, Jonathan and Bradshaw, Laine}, + year = {2013}, + title = {Measuring the reliability of diagnostic classification model examinee estimates}, + journal = {Journal of Classification}, + volume = {30}, + number = {2}, + pages = {251--275}, + doi = {10.1007/s00357-013-9129-4} +} + +@article{templin2013b, + author = {Templin, Jonathan and Hoffman, Lesa}, + year = {2013}, + title = {Obtaining diagnostic classification model estimates using Mplus}, + journal = {Educational Measurement: Issues and Practice}, + volume = {32}, + number = {2}, + pages = {37--50}, + doi = {10.1111/emip.12010} +} + +@article{sessoms2018, + author = {Sessoms, John and Henson, Robert A.}, + year = {2018}, + title = {Applications of diagnostic classification models}, + subtitle = {A literature review and critical commentary}, + journal = {Measurement: Interdisciplinary Research and Perspectives}, + volume = {16}, + number = {1}, + pages = {1--17}, + doi = {10.1080/15366367.2018.1435104} +} + +@article{ravand2020, + author = {Ravand, Hamdollah and Baghaei, Purya}, + year = {2020}, + title = {Diagnostic classification models}, + subtitle = {Recent developments, practical issues, and prospects}, + journal = {International Journal of Testing}, + volume = {20}, + number = {1}, + pages = {24--56}, + doi = {10.1080/15305058.2019.1588278} +} + +@article{liu2016, + author = {Liu, Yanlou and Tian, Wei and Xin, Tao}, + year = {2016}, + title = {An application of $M_2$ statistic to evaluate the fit of cognitive diagnostic models}, + journal = {Journal of Educational and Behavioral Statistics}, + volume = {41}, + number = {1}, + pages = {3--26}, + doi = {10.3102/1076998615621293} +} + +@article{R-gdina, + title = {{GDINA}: An {R} Package for Cognitive Diagnosis Modeling}, + author = {Wenchao Ma and Jimmy {de la Torre}}, + journal = {Journal of Statistical Software}, + year = {2020}, + volume = {93}, + number = {14}, + pages = {1--26}, + doi = {10.18637/jss.v093.i14}, +} + +@article{R-cdm, + title = {The {R} Package {CDM} for Cognitive Diagnosis Models}, + author = {Ann Cathrice George and Alexander Robitzsch and Thomas Kiefer and J{\"u}rgen Gro{\ss} and Ali {\"U}nl{\"u}}, + journal = {Journal of Statistical Software}, + year = {2016}, + volume = {74}, + number = {2}, + pages = {1--24}, + doi = {10.18637/jss.v074.i02}, +} + +@article{park2015, + author = {Park, Jung Yeon and Johnson, Matthew S. and Lee, Young-Sun}, + year = {2015}, + title = {Posterior predictive model checks for cognitive diagnositc models}, + journal = {International Journal of Quantitative Research in Education}, + volume = {2}, + number = {3--4}, + pages = {244--264}, + doi = {10.1504/IJQRE.2015.071738} +} + +@report{thompson2019, + author = {Thompson, W. Jake}, + year = {2019}, + title = {Bayesian psychometrics for diagnostic assessments}, + subtitle = {A proof of concept}, + type = {Research Report}, + number = {19-01}, + publisher = {University of Kansas; {Accessible Teaching, Learning, and Assessment Systems}}, + doi = {10.35542/osf.io/jzqs8} +} + +@article{R-dina, + title = {{Bayesian Estimation of the DINA Model With Gibbs Sampling}}, + author = {Steven Andrew Culpepper}, + journal = {Journal of Educational and Behavioral Statistics}, + year = {2015}, + url = {https://doi.org/10.3102/1076998615595403}, + volume = {40}, + number = {5}, + pages = {454-476}, + doi = {10.3102/1076998615595403} +} + +@manual{R-hmcdm, + title = {{hmcdm}: {Hidden} {Markov} Cognitive Diagnosis Models for Learning}, + author = {Susu Zhang and Shiyu Wang and Yinghan Chen and Sunbeom Kwon}, + year = {2023}, + note = {R package version 2.1.1}, + url = {https://CRAN.R-project.org/package=hmcdm} +} + +@manual{R-blatent, + title = {{blatent}: {Bayesian} Latent Variable Models}, + author = {Jonathan Templin}, + year = {2020}, + note = {R package version 0.1.1}, + url = {https://CRAN.R-project.org/package=blatent} +} + +@article{stan, + author = {Carpenter, Bob and Gelman, Andrew and Hoffman, Matthew D. and Lee, Daniel and Goodrich, Ben and Betancourt, Michael and Brubaker, Marcus and Guo, Jiqiang and Li, Peter and Riddell, Allen}, + year = {2017}, + title = {{Stan}: {A} Probabilistic Programming Language}, + journal = {Journal of Statistical Software}, + volume = {76}, + number = {1}, + pages = {1--32}, + doi = {10.18637/jss.v076.i01} +} diff --git a/vignettes/paper.md b/vignettes/paper.md index f7ab475..b42a541 100644 --- a/vignettes/paper.md +++ b/vignettes/paper.md @@ -1,6 +1,5 @@ --- -title: | - measr: Bayesian psychometric measurement using 'Stan' +title: "measr: Bayesian psychometric measurement using 'Stan'" output: rmarkdown::html_vignette: keep_md: TRUE @@ -17,25 +16,49 @@ affiliations: index: 2 date: 20 June 2023 bibliography: paper.bib +vignette: > + %\VignetteIndexEntry{measr: Bayesian psychometric measurement using 'Stan'} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} --- # Summary -![](measr-logo.png){ width=120px } +[![](measr-logo.png){ width=120px }](https://measr.info) In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. DCMs are multi-dimensional, meaning that we can classify respondents over a profile of assessed skills, or attributes. A Q-matrix is then used to define which items on the assessment measure each attribute. Using the pre-defined latent profiles and the Q-matrix, DCMs then estimate the probability that respondents are in profile, or have the corresponding pattern of proficiency, or presence, of the attributes. -Finally, because DCMs are classifying respondents rather than placing them along a performance continuum, these models are able to achieve more reliable results with shorter test lengths [@templin2013], reducing the burden on respondents. +Finally, because DCMs are classifying respondents rather than placing them along a performance continuum, these models are able to achieve more reliable results with shorter test lengths [@templin2013a], reducing the burden on respondents. # Statement of need +measr is an R package developed to easily estimate and evaluate DCMs in applied settings. +Despite the ability of DCMs to provide actionable feedback on specific skills with shorter testing times, these models have not been widely used for research or operational programs. +This is due in large part to limitations in existing software for estimating and evaluating DCMs [@sessoms2018; @ravand2020]. +Typically, DCMs are estimated with a maximum likelihood estimator, and then evaluated using limited-information fit indices [e.g., @liu2016]. +This is the approach taken when using Mplus [e.g., @templin2013b] and popular R packages GDINA [@R-gdina] and CDM [@R-cdm]. +However, as the name "limited-information" implies, these methods only look at limited relationships among the items (typically univariate and bivariate relationships). +This means that higher-level relationships between the items cannot be evaluated. + +Bayesian estimation methods offer more robust methods for evaluating model fit through posterior predictive checks [@park2015; @thompson2019]. +To date, there are three R packages that offer Bayesian estimation of DCMs: dina [@R-dina], hmcdm [@R-hmcdm], and blatent [@R-blatent]. +However, all of these packages only estimate a single type of DCM, severely limiting the generalizability of these packages to a wide range of applications. + +The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. +With 'Stan' as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. +Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the 'Stan' language is not required. + +# Example functionality + Something... # Acknowledgements The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the the Institute or the U.S. Department of Education. +We are grateful to the project advisory committee who provided feedback on the development of the R package: Russell Almond, Claudia Flowers, Robert Henson, and Matthew Madison. + # References From d46c5c5d1e324cd2fcc3a1eeffe8bdc3429e2986 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Tue, 20 Jun 2023 16:47:45 -0500 Subject: [PATCH 03/22] update docs --- R/ppmc.R | 2 +- man/fit_ppmc.Rd | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R/ppmc.R b/R/ppmc.R index 154445a..bd992b1 100644 --- a/R/ppmc.R +++ b/R/ppmc.R @@ -90,7 +90,7 @@ #' \doi{10.35542/osf.io/jzqs8} #' #' @export -#' @examplesIf interactive() +#' @examplesIf measr_examples() #' cmds_mdm_dina <- measr_dcm( #' data = mdm_data, missing = NA, qmatrix = mdm_qmatrix, #' resp_id = "respondent", item_id = "item", type = "dina", diff --git a/man/fit_ppmc.Rd b/man/fit_ppmc.Rd index c5d8039..dc6b540 100644 --- a/man/fit_ppmc.Rd +++ b/man/fit_ppmc.Rd @@ -95,7 +95,7 @@ respondent in each class provides a correct response (\code{item_fit = "conditio et al. (2006). } \examples{ -\dontshow{if (interactive()) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} +\dontshow{if (measr_examples()) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} cmds_mdm_dina <- measr_dcm( data = mdm_data, missing = NA, qmatrix = mdm_qmatrix, resp_id = "respondent", item_id = "item", type = "dina", From a0eb59971d0e72f58b5cbed883bf5cf0f6387574 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Tue, 20 Jun 2023 19:08:39 -0500 Subject: [PATCH 04/22] finish joss paper --- pkgdown/_pkgdown.yml | 7 +++++++ vignettes/fits/ecpe-optim-lcdm.rds | Bin 311241 -> 311238 bytes vignettes/paper.Rmd | 6 ------ vignettes/paper.md | 6 ------ 4 files changed, 7 insertions(+), 12 deletions(-) diff --git a/pkgdown/_pkgdown.yml b/pkgdown/_pkgdown.yml index 65b7998..36d8891 100644 --- a/pkgdown/_pkgdown.yml +++ b/pkgdown/_pkgdown.yml @@ -111,6 +111,13 @@ reference: - contents: - measr_examples +articles: +- title: Overview + navbar: ~ + contents: + - paper + - articles/model-estimation + news: releases: - text: "Version 0.2.1" diff --git a/vignettes/fits/ecpe-optim-lcdm.rds b/vignettes/fits/ecpe-optim-lcdm.rds index b3b54890335093041fef34ea1faca95bf03cd6f8..f51b01200a60e467f3dba44adbcd2267e8630146 100644 GIT binary patch delta 214179 zcmZs?dsLcd+AjWex~EB+CMGq;c!<`T#&nEWLd1H)M%pC(5;gsj)^l>jwqH7Bu%pr~Lw5l?`as2n4-Dxe}#K~Owpzw_IF{MKH3SnGLwURbzz z56^vH*L7d_@auO6UcbBFzhdWq{eQ1F7lnWALVRYsyB~a(z-riN*X#S_cCwQh(bA)P zvd}HA3He$w%sozjkN)jH*{>Oo%usq3H(q(UUE#UyU`K_+#x#T@@|9K3?I#PyhDjs_)0&T~$tXOyLHj z54U}^bh@hN!#h160&{iG=XF-s3N@|L?N( z@fW$ZdA^4d=-!Uz)56DJ;BqGZ?`591`+>SEr}YO{T3>d4MoD?unL$Z;(fK7MWxO-F z^~cG#|I<|ahp&5WTH{|2l_$48n*0w_t=r*4-ak!_B)2~MPgCuw!-sqyOg>3&eexft zoZ4>>AM#vCZe>sYKT~||dwvgU6aDbOc&B#S- z>+b2)vW*8_p=BHGU2V5Fo^-X9k!rC)hYtO<>FG`OyWRgi_qYFhQOgKAs z|I<_}2R=U7?a`F7|36K&ZyY=1>(L$7l;Zv$r-Is#j(NNhT>Im(>Dmh)o&d(t+VKzN zwV{8zQ2TE1aBWTSIbeKHd*b+X?JviZY9Sym?t3A?#drvsuC;=aYM+O$*M9O5toAt= 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zexlh)+@B4>U%>I7D8O$Xw2LgG$kc}u&9rbI5P}a{?e`bs-GBe^NY?|^f>-+it1q#t z3SiX}tcpGutX9C)(FcCgf0Y8RGX0bOs}yjR>7VpprGTqU|D^va1zctNC;e9`;40HU z>Ay+=SDF4B^j}E{^oQkz!gnjMR~QX>P{$%&6FWIIwqs-fVo*{bRy%Vmm(@OkURhl6 zTU>kSfy5#M`DS#11j@n_qZ%eYYk$}Stqj!9IfbDs%GF_NK39 zb)!@d89uBSNUTIX^IO&gFFnKQ3fVcn?wvrrd^z z(npyhj*RI!nNPNu#BeShq}q{G54D{L8#D9Rao@7|W%!@`HGdok#m)4y!B^T}1s<9-Pc;_UF z4)SFv_C_VRP+#F^0Y)fWQBe)#90Q7skfjzGyWc@X4%Xi+RJ)p8C$f&xl9c&aUZX6; za8K*8`LPI{@aqv?y^S_OjcEtL_`rfIDLCt}11K8M#bjP%e8EW8yJx`~PUrpNuX5HD z0g-07AZLMEXn%npUz63gc=6%vvUIk=9T&lZSkuYU@14Um*sM9Pb4nA>h5&SoA;?kZ z7$UOOQdOR7T4Bbr1%gCvx|wtY$!v&h#iAo1_a}Gj1t9K~N}?4sYipp2)(pbCp5Gke zX06+7s{(<=iYZb8SM#u>wvM!;uB3kEt*)a|N1OGfTp5p&9!0yjxsbbz4E!0yVpiWu z34->D~wq4E3aq+6;m%b=$AlfcrmDb g=@tuJ)wZ # Summary -[![](measr-logo.png){ width=120px }](https://measr.info) - In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. DCMs are multi-dimensional, meaning that we can classify respondents over a profile of assessed skills, or attributes. @@ -51,10 +49,6 @@ The measr package seeks to overcome the limitations of existing software options With 'Stan' as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the 'Stan' language is not required. -# Example functionality - -Something... - # Acknowledgements The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the the Institute or the U.S. Department of Education. diff --git a/vignettes/paper.md b/vignettes/paper.md index b42a541..c215cde 100644 --- a/vignettes/paper.md +++ b/vignettes/paper.md @@ -24,8 +24,6 @@ vignette: > # Summary -[![](measr-logo.png){ width=120px }](https://measr.info) - In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. DCMs are multi-dimensional, meaning that we can classify respondents over a profile of assessed skills, or attributes. @@ -51,10 +49,6 @@ The measr package seeks to overcome the limitations of existing software options With 'Stan' as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the 'Stan' language is not required. -# Example functionality - -Something... - # Acknowledgements The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the the Institute or the U.S. Department of Education. From d43b407c1f6a10eb25409427eb4deab622646d41 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Fri, 23 Jun 2023 10:38:49 -0500 Subject: [PATCH 05/22] add more info on returned stan objects --- vignettes/paper.Rmd | 6 ++++-- vignettes/paper.md | 6 ++++-- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd index c215cde..42345d6 100644 --- a/vignettes/paper.Rmd +++ b/vignettes/paper.Rmd @@ -46,8 +46,10 @@ To date, there are three R packages that offer Bayesian estimation of DCMs: dina However, all of these packages only estimate a single type of DCM, severely limiting the generalizability of these packages to a wide range of applications. The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. -With 'Stan' as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. -Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the 'Stan' language is not required. +With Stan as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. +Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the Stan language is not required. +However, model estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. +Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan langauge can use that code as a starting point for writing their own customized models. # Acknowledgements diff --git a/vignettes/paper.md b/vignettes/paper.md index c215cde..42345d6 100644 --- a/vignettes/paper.md +++ b/vignettes/paper.md @@ -46,8 +46,10 @@ To date, there are three R packages that offer Bayesian estimation of DCMs: dina However, all of these packages only estimate a single type of DCM, severely limiting the generalizability of these packages to a wide range of applications. The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. -With 'Stan' as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. -Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the 'Stan' language is not required. +With Stan as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. +Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the Stan language is not required. +However, model estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. +Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan langauge can use that code as a starting point for writing their own customized models. # Acknowledgements From c8e5ddc446fa870c20b7923ea5502f00e6facfd5 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Wed, 5 Jul 2023 15:57:49 -0500 Subject: [PATCH 06/22] feedback from amy --- vignettes/paper.Rmd | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd index 42345d6..7e6ea70 100644 --- a/vignettes/paper.Rmd +++ b/vignettes/paper.Rmd @@ -5,6 +5,11 @@ output: keep_md: TRUE tags: - R + - Stan + - bayesian-modeling + - educational-assessment + - psychometrics + - diagnostic-modeling authors: - name: W. Jake Thompson orcid: 0000-0001-7339-0300 @@ -29,8 +34,11 @@ Diagnostic classification models (DCMs; also called cognitive diagnostic models DCMs are multi-dimensional, meaning that we can classify respondents over a profile of assessed skills, or attributes. A Q-matrix is then used to define which items on the assessment measure each attribute. Using the pre-defined latent profiles and the Q-matrix, DCMs then estimate the probability that respondents are in profile, or have the corresponding pattern of proficiency, or presence, of the attributes. +This means that DCMs are able to provide fine-grained feedback on specific skills that may need additional instruction in an educational context, or particular symptoms that may be contributing to a diagnosis in a psychological context. Finally, because DCMs are classifying respondents rather than placing them along a performance continuum, these models are able to achieve more reliable results with shorter test lengths [@templin2013a], reducing the burden on respondents. +Given these benefits, the goal of measr is to make DCMs more accessible to applied researchers and practitioners by providing a simple interface for estimating and evaluating DCMs. + # Statement of need measr is an R package developed to easily estimate and evaluate DCMs in applied settings. @@ -38,8 +46,8 @@ Despite the ability of DCMs to provide actionable feedback on specific skills wi This is due in large part to limitations in existing software for estimating and evaluating DCMs [@sessoms2018; @ravand2020]. Typically, DCMs are estimated with a maximum likelihood estimator, and then evaluated using limited-information fit indices [e.g., @liu2016]. This is the approach taken when using Mplus [e.g., @templin2013b] and popular R packages GDINA [@R-gdina] and CDM [@R-cdm]. -However, as the name "limited-information" implies, these methods only look at limited relationships among the items (typically univariate and bivariate relationships). -This means that higher-level relationships between the items cannot be evaluated. +However, as the name "limited-information" implies, these methods only look at limited relationships between the items, such as univariate or bivariate relationships. +This means that higher-level relationships between the items cannot be evaluated (e.g., relationships between triplets of items). Bayesian estimation methods offer more robust methods for evaluating model fit through posterior predictive checks [@park2015; @thompson2019]. To date, there are three R packages that offer Bayesian estimation of DCMs: dina [@R-dina], hmcdm [@R-hmcdm], and blatent [@R-blatent]. @@ -49,7 +57,10 @@ The measr package seeks to overcome the limitations of existing software options With Stan as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the Stan language is not required. However, model estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. -Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan langauge can use that code as a starting point for writing their own customized models. +Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan language can use that code as a starting point for writing their own customized models. + +By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. + # Acknowledgements From 7c100520563071f6ed674fdb792459269c50f129 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 10 Jul 2023 11:29:56 -0500 Subject: [PATCH 07/22] more updates from pac --- vignettes/paper.Rmd | 18 +++++++++--------- vignettes/paper.bib | 33 +++++++++++++++++++++++++++++++++ 2 files changed, 42 insertions(+), 9 deletions(-) diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd index 7e6ea70..702741b 100644 --- a/vignettes/paper.Rmd +++ b/vignettes/paper.Rmd @@ -1,6 +1,7 @@ --- title: "measr: Bayesian psychometric measurement using 'Stan'" output: + rmarkdown::word_document: default rmarkdown::html_vignette: keep_md: TRUE tags: @@ -22,16 +23,16 @@ affiliations: date: 20 June 2023 bibliography: paper.bib vignette: > + %\VignetteEncoding{UTF-8} %\VignetteIndexEntry{measr: Bayesian psychometric measurement using 'Stan'} %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} --- # Summary In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. -DCMs are multi-dimensional, meaning that we can classify respondents over a profile of assessed skills, or attributes. +DCMs are multi-dimensional, meaning that we can classify respondents on multiple latent attributes within a profile of skills. A Q-matrix is then used to define which items on the assessment measure each attribute. Using the pre-defined latent profiles and the Q-matrix, DCMs then estimate the probability that respondents are in profile, or have the corresponding pattern of proficiency, or presence, of the attributes. This means that DCMs are able to provide fine-grained feedback on specific skills that may need additional instruction in an educational context, or particular symptoms that may be contributing to a diagnosis in a psychological context. @@ -42,7 +43,7 @@ Given these benefits, the goal of measr is to make DCMs more accessible to appli # Statement of need measr is an R package developed to easily estimate and evaluate DCMs in applied settings. -Despite the ability of DCMs to provide actionable feedback on specific skills with shorter testing times, these models have not been widely used for research or operational programs. +Despite the ability of DCMs to provide reliable, fine-grained feedback on specific skills, these models have not been widely used for research or operational programs. This is due in large part to limitations in existing software for estimating and evaluating DCMs [@sessoms2018; @ravand2020]. Typically, DCMs are estimated with a maximum likelihood estimator, and then evaluated using limited-information fit indices [e.g., @liu2016]. This is the approach taken when using Mplus [e.g., @templin2013b] and popular R packages GDINA [@R-gdina] and CDM [@R-cdm]. @@ -51,17 +52,16 @@ This means that higher-level relationships between the items cannot be evaluated Bayesian estimation methods offer more robust methods for evaluating model fit through posterior predictive checks [@park2015; @thompson2019]. To date, there are three R packages that offer Bayesian estimation of DCMs: dina [@R-dina], hmcdm [@R-hmcdm], and blatent [@R-blatent]. -However, all of these packages only estimate a single type of DCM, severely limiting the generalizability of these packages to a wide range of applications. +However, all of these packages only estimate a single type of DCM, severely limiting their generalizability to a wide range of applications. The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. -With Stan as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. +With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate [DINA; @dina] model; and the deterministic inputs, noisy "or" gate [DINO; @dino] model. +After estimation, measr provides model evaluations using both limited-information indices and posterior predictive checks. +By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the Stan language is not required. -However, model estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. +However, models estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan language can use that code as a starting point for writing their own customized models. -By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. - - # Acknowledgements The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the the Institute or the U.S. Department of Education. diff --git a/vignettes/paper.bib b/vignettes/paper.bib index 0c6def4..0b7e8f8 100644 --- a/vignettes/paper.bib +++ b/vignettes/paper.bib @@ -155,3 +155,36 @@ @article{stan pages = {1--32}, doi = {10.18637/jss.v076.i01} } + +@article{lcdm, + author = {Henson, Robert A. and Templin, Jonathan L. and Willse, John T.}, + year = {2008}, + title = {Defining a family of cognitive diagnosis models using log-linear models with latent variables}, + journal = {Psychometrika}, + volume = {74}, + number = {2}, + pages = {191--210}, + doi = {10.1007/s11336-008-9089-5} +} + +@article{dina, + author = {{de la Torre}, Jimmy and Douglas, Jeffrey A.}, + year = {2004}, + title = {Higher-order latent trait models for cognitive diagnosis}, + journal = {Psychometrika}, + volume = {69}, + number = {3}, + pages = {333--353}, + doi = {10.1007/BF02295640} +} + +@article{dino, + author = {Templin, Jonathan L. and Henson, Robert A.}, + year = {2006}, + title = {Measurement of psychological disorders using cognitive diagnosis models}, + journal = {Psychological Methods}, + volume = {11}, + number = {3}, + pages = {287--305}, + doi = {10.1037/1082-989X.11.3.287} +} From d10c4bd94a6074763adb09caef2eaf96a4a6aba3 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 10 Jul 2023 11:30:39 -0500 Subject: [PATCH 08/22] remove word output --- vignettes/paper.Rmd | 1 - 1 file changed, 1 deletion(-) diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd index 702741b..cb432dc 100644 --- a/vignettes/paper.Rmd +++ b/vignettes/paper.Rmd @@ -1,7 +1,6 @@ --- title: "measr: Bayesian psychometric measurement using 'Stan'" output: - rmarkdown::word_document: default rmarkdown::html_vignette: keep_md: TRUE tags: From aa65a53006dca10629b39cf222b46209ae4066dc Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 10 Jul 2023 11:35:45 -0500 Subject: [PATCH 09/22] update md file for joss --- vignettes/paper.md | 28 +++++++++++++++++++--------- 1 file changed, 19 insertions(+), 9 deletions(-) diff --git a/vignettes/paper.md b/vignettes/paper.md index 42345d6..cb432dc 100644 --- a/vignettes/paper.md +++ b/vignettes/paper.md @@ -5,6 +5,11 @@ output: keep_md: TRUE tags: - R + - Stan + - bayesian-modeling + - educational-assessment + - psychometrics + - diagnostic-modeling authors: - name: W. Jake Thompson orcid: 0000-0001-7339-0300 @@ -17,39 +22,44 @@ affiliations: date: 20 June 2023 bibliography: paper.bib vignette: > + %\VignetteEncoding{UTF-8} %\VignetteIndexEntry{measr: Bayesian psychometric measurement using 'Stan'} %\VignetteEngine{knitr::rmarkdown} - %\VignetteEncoding{UTF-8} --- # Summary In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. -DCMs are multi-dimensional, meaning that we can classify respondents over a profile of assessed skills, or attributes. +DCMs are multi-dimensional, meaning that we can classify respondents on multiple latent attributes within a profile of skills. A Q-matrix is then used to define which items on the assessment measure each attribute. Using the pre-defined latent profiles and the Q-matrix, DCMs then estimate the probability that respondents are in profile, or have the corresponding pattern of proficiency, or presence, of the attributes. +This means that DCMs are able to provide fine-grained feedback on specific skills that may need additional instruction in an educational context, or particular symptoms that may be contributing to a diagnosis in a psychological context. Finally, because DCMs are classifying respondents rather than placing them along a performance continuum, these models are able to achieve more reliable results with shorter test lengths [@templin2013a], reducing the burden on respondents. +Given these benefits, the goal of measr is to make DCMs more accessible to applied researchers and practitioners by providing a simple interface for estimating and evaluating DCMs. + # Statement of need measr is an R package developed to easily estimate and evaluate DCMs in applied settings. -Despite the ability of DCMs to provide actionable feedback on specific skills with shorter testing times, these models have not been widely used for research or operational programs. +Despite the ability of DCMs to provide reliable, fine-grained feedback on specific skills, these models have not been widely used for research or operational programs. This is due in large part to limitations in existing software for estimating and evaluating DCMs [@sessoms2018; @ravand2020]. Typically, DCMs are estimated with a maximum likelihood estimator, and then evaluated using limited-information fit indices [e.g., @liu2016]. This is the approach taken when using Mplus [e.g., @templin2013b] and popular R packages GDINA [@R-gdina] and CDM [@R-cdm]. -However, as the name "limited-information" implies, these methods only look at limited relationships among the items (typically univariate and bivariate relationships). -This means that higher-level relationships between the items cannot be evaluated. +However, as the name "limited-information" implies, these methods only look at limited relationships between the items, such as univariate or bivariate relationships. +This means that higher-level relationships between the items cannot be evaluated (e.g., relationships between triplets of items). Bayesian estimation methods offer more robust methods for evaluating model fit through posterior predictive checks [@park2015; @thompson2019]. To date, there are three R packages that offer Bayesian estimation of DCMs: dina [@R-dina], hmcdm [@R-hmcdm], and blatent [@R-blatent]. -However, all of these packages only estimate a single type of DCM, severely limiting the generalizability of these packages to a wide range of applications. +However, all of these packages only estimate a single type of DCM, severely limiting their generalizability to a wide range of applications. The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. -With Stan as a backend, measr can estimate a wide variety of DCMs and then provide model evaluations using both limited-information indices and posterior predictive checks. +With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate [DINA; @dina] model; and the deterministic inputs, noisy "or" gate [DINO; @dino] model. +After estimation, measr provides model evaluations using both limited-information indices and posterior predictive checks. +By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the Stan language is not required. -However, model estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. -Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan langauge can use that code as a starting point for writing their own customized models. +However, models estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. +Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan language can use that code as a starting point for writing their own customized models. # Acknowledgements From 32ab9dca0b73c007b17e0db1f16c51d58574151b Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Fri, 14 Jul 2023 11:16:42 -0500 Subject: [PATCH 10/22] fix typo in pkgdown footer --- pkgdown/_pkgdown.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pkgdown/_pkgdown.yml b/pkgdown/_pkgdown.yml index 36d8891..6311cb7 100644 --- a/pkgdown/_pkgdown.yml +++ b/pkgdown/_pkgdown.yml @@ -48,7 +48,7 @@ footer: Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the - authors and do not represent the views of the the Institute or the U.S. + authors and do not represent the views of the Institute or the U.S. Department of Education. reference: From 66623179a8d65abe64180a9b8208757c5f27d460 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Fri, 14 Jul 2023 11:17:39 -0500 Subject: [PATCH 11/22] fixes from editing --- vignettes/paper.Rmd | 22 +++++++++++----------- vignettes/paper.bib | 4 ++-- vignettes/paper.md | 20 ++++++++++---------- 3 files changed, 23 insertions(+), 23 deletions(-) diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd index cb432dc..008fc71 100644 --- a/vignettes/paper.Rmd +++ b/vignettes/paper.Rmd @@ -1,5 +1,5 @@ --- -title: "measr: Bayesian psychometric measurement using 'Stan'" +title: "measr: Bayesian psychometric measurement using Stan" output: rmarkdown::html_vignette: keep_md: TRUE @@ -19,17 +19,17 @@ affiliations: index: 1 - name: University of Kansas index: 2 -date: 20 June 2023 +date: 14 July 2023 bibliography: paper.bib vignette: > %\VignetteEncoding{UTF-8} - %\VignetteIndexEntry{measr: Bayesian psychometric measurement using 'Stan'} + %\VignetteIndexEntry{measr: Bayesian psychometric measurement using Stan} %\VignetteEngine{knitr::rmarkdown} --- # Summary -In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). +In educational and psychological research, we are often interested in discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. DCMs are multi-dimensional, meaning that we can classify respondents on multiple latent attributes within a profile of skills. A Q-matrix is then used to define which items on the assessment measure each attribute. @@ -44,7 +44,7 @@ Given these benefits, the goal of measr is to make DCMs more accessible to appli measr is an R package developed to easily estimate and evaluate DCMs in applied settings. Despite the ability of DCMs to provide reliable, fine-grained feedback on specific skills, these models have not been widely used for research or operational programs. This is due in large part to limitations in existing software for estimating and evaluating DCMs [@sessoms2018; @ravand2020]. -Typically, DCMs are estimated with a maximum likelihood estimator, and then evaluated using limited-information fit indices [e.g., @liu2016]. +Typically, DCMs are estimated with a maximum likelihood estimator and then evaluated using limited-information fit indices [e.g., @liu2016]. This is the approach taken when using Mplus [e.g., @templin2013b] and popular R packages GDINA [@R-gdina] and CDM [@R-cdm]. However, as the name "limited-information" implies, these methods only look at limited relationships between the items, such as univariate or bivariate relationships. This means that higher-level relationships between the items cannot be evaluated (e.g., relationships between triplets of items). @@ -53,18 +53,18 @@ Bayesian estimation methods offer more robust methods for evaluating model fit t To date, there are three R packages that offer Bayesian estimation of DCMs: dina [@R-dina], hmcdm [@R-hmcdm], and blatent [@R-blatent]. However, all of these packages only estimate a single type of DCM, severely limiting their generalizability to a wide range of applications. -The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. -With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate [DINA; @dina] model; and the deterministic inputs, noisy "or" gate [DINO; @dino] model. +The measr package seeks to overcome the limitations of existing software options by serving as an interface to the Stan probabilistic programming language [@stan]. +With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate (DINA) model [@dina]; and the deterministic inputs, noisy "or" gate (DINO) model [@dino]. After estimation, measr provides model evaluations using both limited-information indices and posterior predictive checks. By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. -Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the Stan language is not required. -However, models estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. +Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so that knowledge of the Stan language is not required. +However, models estimated with measr also include the fitted Stan object, so users can access it if they are familiar with Stan and prefer to work with that object. Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan language can use that code as a starting point for writing their own customized models. # Acknowledgements -The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the the Institute or the U.S. Department of Education. +The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the Institute or the U.S. Department of Education. -We are grateful to the project advisory committee who provided feedback on the development of the R package: Russell Almond, Claudia Flowers, Robert Henson, and Matthew Madison. +We are grateful to the project advisory committee members who provided feedback on the development of the R package: Russell Almond, Claudia Flowers, Robert Henson, and Matthew Madison. # References diff --git a/vignettes/paper.bib b/vignettes/paper.bib index 0b7e8f8..c29ef73 100644 --- a/vignettes/paper.bib +++ b/vignettes/paper.bib @@ -98,7 +98,7 @@ @article{R-cdm @article{park2015, author = {Park, Jung Yeon and Johnson, Matthew S. and Lee, Young-Sun}, year = {2015}, - title = {Posterior predictive model checks for cognitive diagnositc models}, + title = {Posterior predictive model checks for cognitive diagnostic models}, journal = {International Journal of Quantitative Research in Education}, volume = {2}, number = {3--4}, @@ -118,7 +118,7 @@ @report{thompson2019 } @article{R-dina, - title = {{Bayesian Estimation of the DINA Model With Gibbs Sampling}}, + title = {{Bayesian} estimation of the {DINA} model With {Gibbs} sampling}, author = {Steven Andrew Culpepper}, journal = {Journal of Educational and Behavioral Statistics}, year = {2015}, diff --git a/vignettes/paper.md b/vignettes/paper.md index cb432dc..054a4fc 100644 --- a/vignettes/paper.md +++ b/vignettes/paper.md @@ -1,5 +1,5 @@ --- -title: "measr: Bayesian psychometric measurement using 'Stan'" +title: "measr: Bayesian psychometric measurement using Stan" output: rmarkdown::html_vignette: keep_md: TRUE @@ -23,13 +23,13 @@ date: 20 June 2023 bibliography: paper.bib vignette: > %\VignetteEncoding{UTF-8} - %\VignetteIndexEntry{measr: Bayesian psychometric measurement using 'Stan'} + %\VignetteIndexEntry{measr: Bayesian psychometric measurement using Stan} %\VignetteEngine{knitr::rmarkdown} --- # Summary -In educational and psychological research, we are often interested discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). +In educational and psychological research, we are often interested in discrete latent states of individuals responding to an assessment (e.g., proficiency or non-proficiency on educational standards, the presence or absence of a psychological disorder). Diagnostic classification models (DCMs; also called cognitive diagnostic models [CDMs]) are a type of psychometric model that facilitates these inferences [@rupp-dcm; @dcm-handbook]. DCMs are multi-dimensional, meaning that we can classify respondents on multiple latent attributes within a profile of skills. A Q-matrix is then used to define which items on the assessment measure each attribute. @@ -44,7 +44,7 @@ Given these benefits, the goal of measr is to make DCMs more accessible to appli measr is an R package developed to easily estimate and evaluate DCMs in applied settings. Despite the ability of DCMs to provide reliable, fine-grained feedback on specific skills, these models have not been widely used for research or operational programs. This is due in large part to limitations in existing software for estimating and evaluating DCMs [@sessoms2018; @ravand2020]. -Typically, DCMs are estimated with a maximum likelihood estimator, and then evaluated using limited-information fit indices [e.g., @liu2016]. +Typically, DCMs are estimated with a maximum likelihood estimator and then evaluated using limited-information fit indices [e.g., @liu2016]. This is the approach taken when using Mplus [e.g., @templin2013b] and popular R packages GDINA [@R-gdina] and CDM [@R-cdm]. However, as the name "limited-information" implies, these methods only look at limited relationships between the items, such as univariate or bivariate relationships. This means that higher-level relationships between the items cannot be evaluated (e.g., relationships between triplets of items). @@ -53,18 +53,18 @@ Bayesian estimation methods offer more robust methods for evaluating model fit t To date, there are three R packages that offer Bayesian estimation of DCMs: dina [@R-dina], hmcdm [@R-hmcdm], and blatent [@R-blatent]. However, all of these packages only estimate a single type of DCM, severely limiting their generalizability to a wide range of applications. -The measr package seeks to overcome the limitations of existing software options by serving as an interface to the 'Stan' probabilistic programming language [@stan]. -With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate [DINA; @dina] model; and the deterministic inputs, noisy "or" gate [DINO; @dino] model. +The measr package seeks to overcome the limitations of existing software options by serving as an interface to the Stan probabilistic programming language [@stan]. +With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate (DINA) model [@dina]; and the deterministic inputs, noisy "or" gate (DINO) model [@dino]. After estimation, measr provides model evaluations using both limited-information indices and posterior predictive checks. By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. -Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so knowledge of the Stan language is not required. -However, models estimated with measr also include the fitted Stan object so users can access it if they are familiar with Stan and prefer to work with those object. +Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so that knowledge of the Stan language is not required. +However, models estimated with measr also include the fitted Stan object, so users can access it if they are familiar with Stan and prefer to work with that object. Additionally, the Stan code used to estimate the model is also returned so that users familiar with the Stan language can use that code as a starting point for writing their own customized models. # Acknowledgements -The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the the Institute or the U.S. Department of Education. +The research reported here was supported by the Institute of Education Sciences, U.S. Department of Education, through Grant [R305D210045](https://ies.ed.gov/funding/grantsearch/details.asp?ID=4546) to the University of Kansas. The opinions expressed are those of the authors and do not represent the views of the Institute or the U.S. Department of Education. -We are grateful to the project advisory committee who provided feedback on the development of the R package: Russell Almond, Claudia Flowers, Robert Henson, and Matthew Madison. +We are grateful to the project advisory committee members who provided feedback on the development of the R package: Russell Almond, Claudia Flowers, Robert Henson, and Matthew Madison. # References From 9fdbf69a117784b3999ba19050823d0f716b9945 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Fri, 14 Jul 2023 11:33:07 -0500 Subject: [PATCH 12/22] tweak references --- vignettes/paper.Rmd | 4 +++- vignettes/paper.bib | 4 ++-- vignettes/paper.md | 6 ++++-- 3 files changed, 9 insertions(+), 5 deletions(-) diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd index 008fc71..7297fc6 100644 --- a/vignettes/paper.Rmd +++ b/vignettes/paper.Rmd @@ -54,7 +54,9 @@ To date, there are three R packages that offer Bayesian estimation of DCMs: dina However, all of these packages only estimate a single type of DCM, severely limiting their generalizability to a wide range of applications. The measr package seeks to overcome the limitations of existing software options by serving as an interface to the Stan probabilistic programming language [@stan]. -With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate (DINA) model [@dina]; and the deterministic inputs, noisy "or" gate (DINO) model [@dino]. +With Stan as a backend, measr can estimate a wide variety of DCMs. +Primarily, measr supports the estimation of the loglinear cognitive diagnostic model (LCDM). +However, because the LCDM is a general DCM that subsumes many subtypes [@lcdm], measr also supports other DCMs such as the deterministic inputs, noisy "and" gate (DINA) model [@dina] and the deterministic inputs, noisy "or" gate (DINO) model [@dino]. After estimation, measr provides model evaluations using both limited-information indices and posterior predictive checks. By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so that knowledge of the Stan language is not required. diff --git a/vignettes/paper.bib b/vignettes/paper.bib index c29ef73..cf75caf 100644 --- a/vignettes/paper.bib +++ b/vignettes/paper.bib @@ -157,7 +157,7 @@ @article{stan } @article{lcdm, - author = {Henson, Robert A. and Templin, Jonathan L. and Willse, John T.}, + author = {Henson, Robert A. and Templin, Jonathan and Willse, John T.}, year = {2008}, title = {Defining a family of cognitive diagnosis models using log-linear models with latent variables}, journal = {Psychometrika}, @@ -179,7 +179,7 @@ @article{dina } @article{dino, - author = {Templin, Jonathan L. and Henson, Robert A.}, + author = {Templin, Jonathan and Henson, Robert A.}, year = {2006}, title = {Measurement of psychological disorders using cognitive diagnosis models}, journal = {Psychological Methods}, diff --git a/vignettes/paper.md b/vignettes/paper.md index 054a4fc..7297fc6 100644 --- a/vignettes/paper.md +++ b/vignettes/paper.md @@ -19,7 +19,7 @@ affiliations: index: 1 - name: University of Kansas index: 2 -date: 20 June 2023 +date: 14 July 2023 bibliography: paper.bib vignette: > %\VignetteEncoding{UTF-8} @@ -54,7 +54,9 @@ To date, there are three R packages that offer Bayesian estimation of DCMs: dina However, all of these packages only estimate a single type of DCM, severely limiting their generalizability to a wide range of applications. The measr package seeks to overcome the limitations of existing software options by serving as an interface to the Stan probabilistic programming language [@stan]. -With Stan as a backend, measr can estimate a wide variety of DCMs, such as the loglinear cognitive diagnostic model [LCDM; @lcdm]; the deterministic inputs, noisy "and" gate (DINA) model [@dina]; and the deterministic inputs, noisy "or" gate (DINO) model [@dino]. +With Stan as a backend, measr can estimate a wide variety of DCMs. +Primarily, measr supports the estimation of the loglinear cognitive diagnostic model (LCDM). +However, because the LCDM is a general DCM that subsumes many subtypes [@lcdm], measr also supports other DCMs such as the deterministic inputs, noisy "and" gate (DINA) model [@dina] and the deterministic inputs, noisy "or" gate (DINO) model [@dino]. After estimation, measr provides model evaluations using both limited-information indices and posterior predictive checks. By providing straightforward estimation and evaluation of DCMs, measr makes these models more accessible to practitioners and applied researchers. Thus, with measr, users get the power of Bayesian methods for model evaluation, compatibility with other packages in the larger Stan ecosystem, and a user-friendly interface so that knowledge of the Stan language is not required. From f58c693b98751c7abbdebcda746af7537fd68569 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Tue, 24 Oct 2023 15:59:07 -0500 Subject: [PATCH 13/22] add example of prior for a single item --- R/priors.R | 6 ++++++ man/measrprior.Rd | 6 ++++++ 2 files changed, 12 insertions(+) diff --git a/R/priors.R b/R/priors.R index af106bc..beecb2d 100644 --- a/R/priors.R +++ b/R/priors.R @@ -30,6 +30,12 @@ #' identical(prior1, prior2) #' identical(prior1, prior3) #' identical(prior2, prior3) +#' +#' # Define a prior for an entire class of parameters +#' prior(beta(5, 25), class = "slip") +#' +#' # Or for a specific item (e.g., just the slipping parameter for item 7) +#' prior(beta(5, 25), class = "slip", coef = "slip[7]") measrprior <- function(prior, class = c("structural", "intercept", "maineffect", "interaction", "slip", "guess"), diff --git a/man/measrprior.Rd b/man/measrprior.Rd index e217cbe..8973b1d 100644 --- a/man/measrprior.Rd +++ b/man/measrprior.Rd @@ -70,4 +70,10 @@ specified as character strings. identical(prior1, prior2) identical(prior1, prior3) identical(prior2, prior3) + +# Define a prior for an entire class of parameters +prior(beta(5, 25), class = "slip") + +# Or for a specific item (e.g., just the slipping parameter for item 7) +prior(beta(5, 25), class = "slip", coef = "slip[7]") } From df0e53c75005b28bd5232a602e8ef8964e081bed Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Wed, 25 Oct 2023 08:47:10 -0500 Subject: [PATCH 14/22] update fit to remove merge conflict --- vignettes/fits/ecpe-optim-lcdm.rds | Bin 311238 -> 311241 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/vignettes/fits/ecpe-optim-lcdm.rds b/vignettes/fits/ecpe-optim-lcdm.rds index f51b01200a60e467f3dba44adbcd2267e8630146..0b157a6bc266c50a0c7cfab780dccf36d39a84bd 100644 GIT binary patch delta 214530 zcmb5VdsJH2zAt{dd)hQjj7g0#@mZTRw%bHYh+1FRVqSYEYEs)66{Nu^8bGTk76EBb 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zrh$4GONvTxDrF|ozpUahpT`)w19!)zPym>rIepALOOrKr%&^)g8z=2m@YphqGKP$L zBh9pS$*$dAI35XsbB`*0kZBOK#3Bzk!iX%-vR zK4!JNtAfJS@vO3S7cHa@#F|T@j)P@wam1}sbhSHxm6W^8%zj-pg4biUom329krhWdU??xhWm~f}u+AQ> zcq~wKY4#T z(x;6^x_IQFI@n9V_Tl8bs~cOM?yyvebKZb++y|cQ`;;38N_tCM^sdtZVkG)q_ z)w7f8qof|jF6A!WdFt5^NFnvI%M@AzdnYRy;FJB8+^{;2l1ffsoyRru)X6U!E_@}} MMz7IARrun+08jLlBme*a From dd77337a7d644c2fe31f3f40c0dff39e19eb8353 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Wed, 25 Oct 2023 08:52:47 -0500 Subject: [PATCH 15/22] update readme to include note about computation time --- README.Rmd | 3 +++ README.md | 8 +++++++- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/README.Rmd b/README.Rmd index abedd8a..a6efcda 100644 --- a/README.Rmd +++ b/README.Rmd @@ -62,6 +62,9 @@ Other arguments can be specified to customize the type of model to estimates (se To demonstrate measr's functionality, example data sets are included. Here we use the Examination of Certificate of Proficiency in English (ECPE; [Templin & Hoffman, 2013](https://doi.org/10.1111/emip.12010)) data (see `?ecpe` for details). +Note that by default, measr uses a full Markov chain Monte Carlo (MCMC) estimation with Stan, which can be time and computationally intensive. +For a quicker estimation, we can use Stan's optimizer instead of MCMC by adding `method = "optim"` to the function call. +However, please not that some functionality will be lost when using the optimizer (e.g., the calculation of relative fit criteria requires the use of MCMC). ```{r est-model, eval = FALSE} library(measr) diff --git a/README.md b/README.md index 232b056..aa2c3c9 100644 --- a/README.md +++ b/README.md @@ -73,7 +73,13 @@ type of model to estimates (see `?measr_dcm()`). To demonstrate measr’s functionality, example data sets are included. Here we use the Examination of Certificate of Proficiency in English (ECPE; [Templin & Hoffman, 2013](https://doi.org/10.1111/emip.12010)) -data (see `?ecpe` for details). +data (see `?ecpe` for details). Note that by default, measr uses a full +Markov chain Monte Carlo (MCMC) estimation with Stan, which can be time +and computationally intensive. For a quicker estimation, we can use +Stan’s optimizer instead of MCMC by adding `method = "optim"` to the +function call. However, please not that some functionality will be lost +when using the optimizer (e.g., the calculation of relative fit criteria +requires the use of MCMC). ``` r library(measr) From 975a54a72ca5409da1c0b95f58d6523ce9e41cae Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Thu, 26 Oct 2023 08:30:56 -0500 Subject: [PATCH 16/22] add contributing guide --- .github/CONTRIBUTING.md | 46 +++++++++++++++++++++++++++++++++++++++++ README.Rmd | 2 ++ README.md | 6 ++++-- 3 files changed, 52 insertions(+), 2 deletions(-) create mode 100644 .github/CONTRIBUTING.md diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md new file mode 100644 index 0000000..f48a093 --- /dev/null +++ b/.github/CONTRIBUTING.md @@ -0,0 +1,46 @@ +# Contributing to measr + +This outlines how to propose a change to measr. + +## Fixing typos + +You can fix typos, spelling mistakes, or grammatical errors in the documentation directly using the GitHub web interface, as long as the changes are made in the _source_ file. +This generally means you'll need to edit [roxygen2 comments](https://roxygen2.r-lib.org/articles/roxygen2.html) in an `.R`, not a `.Rd` file. +You can find the `.R` file that generates the `.Rd` by reading the comment in the first line. + +## Bigger changes + +If you want to make a bigger change, it's a good idea to first file an issue and make sure someone from the team agrees that it’s needed. +If you’ve found a bug, please file an issue that illustrates the bug with a minimal +[reprex](https://www.tidyverse.org/help/#reprex) (this will also help you write a unit test, if needed). +See the tidyverse guide on [how to create a great issue](https://code-review.tidyverse.org/issues/) for more advice. + +### Pull request process + +* Fork the package and clone onto your computer. If you haven't done this before, we recommend using `usethis::create_from_github("wjakethompson/measr", fork = TRUE)`. + +* Install all development dependencies with `devtools::install_dev_deps()`, and then make sure the package passes R CMD check by running `devtools::check()`. + If R CMD check doesn't pass cleanly, it's a good idea to ask for help before continuing. +* Create a Git branch for your pull request (PR). We recommend using `usethis::pr_init("brief-description-of-change")`. + +* Make your changes, commit to git, and then create a PR by running `usethis::pr_push()`, and following the prompts in your browser. + The title of your PR should briefly describe the change. + The body of your PR should contain `Fixes #issue-number`. + +* For user-facing changes, add a bullet to the top of `NEWS.md` (i.e. just below the first header). Follow the style described in . + +### Code style + +* New code should follow the tidyverse [style guide](https://style.tidyverse.org). + You can use the [styler](https://CRAN.R-project.org/package=styler) package to apply these styles, but please don't restyle code that has nothing to do with your PR. + +* We use [roxygen2](https://cran.r-project.org/package=roxygen2), with [Markdown syntax](https://cran.r-project.org/web/packages/roxygen2/vignettes/rd-formatting.html), for documentation. + +* We use [testthat](https://cran.r-project.org/package=testthat) for unit tests. + Contributions with test cases included are easier to accept. + +## Code of Conduct + +Please note that the measr project is released with a +[Contributor Code of Conduct](CODE_OF_CONDUCT.md). By contributing to this +project you agree to abide by its terms. diff --git a/README.Rmd b/README.Rmd index a6efcda..28c095f 100644 --- a/README.Rmd +++ b/README.Rmd @@ -92,4 +92,6 @@ measr_extract(model, "m2") --- +Contributions are welcome. +To ensure a smooth process, please review the [Contributing Guide](https://measr.info/CONTRIBUTING.html). Please note that the measr project is released with a [Contributor Code of Conduct](https://measr.info/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms. diff --git a/README.md b/README.md index aa2c3c9..139a3b5 100644 --- a/README.md +++ b/README.md @@ -108,6 +108,8 @@ measr_extract(model, "m2") ------------------------------------------------------------------------ -Please note that the measr project is released with a [Contributor Code -of Conduct](https://measr.info/CODE_OF_CONDUCT.html). By contributing to +Contributions are welcome. To ensure a smooth process, please review the +[Contributing Guide](https://measr.info/CONTRIBUTING.html). Please note +that the measr project is released with a [Contributor Code of +Conduct](https://measr.info/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms. From 94d917a6c1ef2b3e4fc7004cdf7fc570e39dc3f8 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 6 Nov 2023 11:59:17 -0600 Subject: [PATCH 17/22] add JOSS badge to readme --- README.Rmd | 3 ++- README.md | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/README.Rmd b/README.Rmd index 28c095f..a5e521f 100644 --- a/README.Rmd +++ b/README.Rmd @@ -19,7 +19,8 @@ knitr::opts_chunk$set( [![Project Status: Active – The project has reached a stable, usable state and is being actively developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.repostatus.org/#active) [![lifecycle](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html) [![R package version](https://www.r-pkg.org/badges/version/measr)](https://cran.r-project.org/package=measr) -[![Package downloads](https://cranlogs.r-pkg.org/badges/grand-total/measr)](https://cran.r-project.org/package=measr)
+[![Package downloads](https://cranlogs.r-pkg.org/badges/grand-total/measr)](https://cran.r-project.org/package=measr) +[![DOI](https://joss.theoj.org/papers/10.21105/joss.05742/status.svg)](https://doi.org/10.21105/joss.05742)
[![R-CMD-check](https://github.com/wjakethompson/measr/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/wjakethompson/measr/actions/workflows/R-CMD-check.yaml) [![codecov](https://codecov.io/gh/wjakethompson/measr/branch/main/graph/badge.svg?token=JtF3xtGt6g)](https://app.codecov.io/gh/wjakethompson/measr) [![Netlify Status](https://api.netlify.com/api/v1/badges/b82caf01-0611-4f8b-bbca-5b89b5a80791/deploy-status)](https://app.netlify.com/sites/measr/deploys)
diff --git a/README.md b/README.md index 139a3b5..1fa2d14 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,8 @@ developed.](https://www.repostatus.org/badges/latest/active.svg)](https://www.re [![R package version](https://www.r-pkg.org/badges/version/measr)](https://cran.r-project.org/package=measr) [![Package -downloads](https://cranlogs.r-pkg.org/badges/grand-total/measr)](https://cran.r-project.org/package=measr)
+downloads](https://cranlogs.r-pkg.org/badges/grand-total/measr)](https://cran.r-project.org/package=measr) +[![DOI](https://joss.theoj.org/papers/10.21105/joss.05742/status.svg)](https://doi.org/10.21105/joss.05742)
[![R-CMD-check](https://github.com/wjakethompson/measr/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/wjakethompson/measr/actions/workflows/R-CMD-check.yaml) [![codecov](https://codecov.io/gh/wjakethompson/measr/branch/main/graph/badge.svg?token=JtF3xtGt6g)](https://app.codecov.io/gh/wjakethompson/measr) [![Netlify From 778f88cc7d5cdb4e654f7dd9691b3769d22ba13e Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 6 Nov 2023 12:14:41 -0600 Subject: [PATCH 18/22] add JOSS citation --- inst/CITATION | 11 +++++++++++ pkgdown/_pkgdown.yml | 1 + 2 files changed, 12 insertions(+) create mode 100644 inst/CITATION diff --git a/inst/CITATION b/inst/CITATION new file mode 100644 index 0000000..a0161f9 --- /dev/null +++ b/inst/CITATION @@ -0,0 +1,11 @@ +bibentry( + "Article", + title = "{measr}: {Bayesian} psychometric measurement using {Stan}", + author = "W. Jake Thompson", + year = 2023, + journal = "Journal of Open Source Software", + volume = 8, + number = 91, + pages = 5742, + doi = "10.21105/joss.05742" +) diff --git a/pkgdown/_pkgdown.yml b/pkgdown/_pkgdown.yml index 160c463..b4c9a5f 100644 --- a/pkgdown/_pkgdown.yml +++ b/pkgdown/_pkgdown.yml @@ -117,6 +117,7 @@ articles: contents: - paper - articles/model-estimation + - articles/model-evaluation news: releases: From 43f7cf59b361827a87ea17e8be6fd50cc16b3574 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 6 Nov 2023 12:16:54 -0600 Subject: [PATCH 19/22] add citation cff --- .Rbuildignore | 1 + CITATION.cff | 607 ++++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 608 insertions(+) create mode 100644 CITATION.cff diff --git a/.Rbuildignore b/.Rbuildignore index efff272..5d4a8a6 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -13,3 +13,4 @@ ^vignettes/articles$ ^CRAN-SUBMISSION$ ^revdep$ +^CITATION\.cff$ diff --git a/CITATION.cff b/CITATION.cff new file mode 100644 index 0000000..36a9215 --- /dev/null +++ b/CITATION.cff @@ -0,0 +1,607 @@ +# ----------------------------------------------------------- +# CITATION file created with {cffr} R package, v0.5.0 +# See also: https://docs.ropensci.org/cffr/ +# ----------------------------------------------------------- + +cff-version: 1.2.0 +message: 'To cite package "measr" in publications use:' +type: software +license: GPL-3.0-or-later +title: 'measr: Bayesian Psychometric Measurement Using ''Stan''' +version: 0.3.1.9000 +doi: 10.21105/joss.05742 +abstract: 'Estimate diagnostic classification models (also called cognitive diagnostic + models) with ''Stan''. Diagnostic classification models are confirmatory latent + class models, as described by Rupp et al. (2010, ISBN: 978-1-60623-527-0). Automatically + generate ''Stan'' code for the general loglinear cognitive diagnostic diagnostic + model proposed by Henson et al. (2009) and other + subtypes that introduce additional model constraints. Using the generated ''Stan'' + code, estimate the model evaluate the model''s performance using model fit indices, + information criteria, and reliability metrics.' +authors: +- family-names: Thompson + given-names: W. Jake + email: wjakethompson@gmail.com + orcid: https://orcid.org/0000-0001-7339-0300 +preferred-citation: + type: article + title: 'measr: Bayesian psychometric measurement using Stan' + authors: + - family-names: Thompson + given-names: W. Jake + email: wjakethompson@gmail.com + orcid: https://orcid.org/0000-0001-7339-0300 + year: '2023' + journal: Journal of Open Source Software + volume: '8' + issue: '91' + doi: 10.21105/joss.05742 + start: '5742' +repository: https://CRAN.R-project.org/package=measr +repository-code: https://github.com/wjakethompson/measr +url: https://measr.info +contact: +- family-names: Thompson + given-names: W. Jake + email: wjakethompson@gmail.com + orcid: https://orcid.org/0000-0001-7339-0300 +keywords: +- bayesian +- cdm +- cmdstanr +- cognitive-diagnosis +- cognitive-diagnostic-models +- dcm +- diagnostic-classification-models +- psychometrics +- r +- r-package +- rstan +- rstats +- stan +references: +- type: software + title: 'R: A Language and Environment for Statistical Computing' + notes: Depends + url: https://www.R-project.org/ + authors: + - name: R Core Team + location: + name: Vienna, Austria + year: '2023' + institution: + name: R Foundation for Statistical Computing + version: '>= 4.1.0' +- type: software + title: dcm2 + abstract: 'dcm2: Calculating the M2 Model Fit Statistic for Diagnostic Classification + Models' + notes: Imports + url: https://github.com/atlas-aai/dcm2 + repository: https://CRAN.R-project.org/package=dcm2 + authors: + - family-names: Hoover + given-names: Jeffrey + email: jeffrey.c.hoover@gmail.com + orcid: https://orcid.org/0000-0002-0276-0308 + - family-names: Thompson + given-names: W. Jake + email: wjakethompson@gmail.com + orcid: https://orcid.org/0000-0001-7339-0300 + year: '2023' +- type: software + title: dplyr + abstract: 'dplyr: A Grammar of Data Manipulation' + notes: Imports + url: https://dplyr.tidyverse.org + repository: https://CRAN.R-project.org/package=dplyr + authors: + - family-names: Wickham + given-names: Hadley + email: hadley@posit.co + orcid: https://orcid.org/0000-0003-4757-117X + - family-names: François + given-names: Romain + orcid: https://orcid.org/0000-0002-2444-4226 + - family-names: Henry + given-names: Lionel + - family-names: Müller + given-names: Kirill + orcid: https://orcid.org/0000-0002-1416-3412 + - family-names: Vaughan + given-names: Davis + email: davis@posit.co + orcid: https://orcid.org/0000-0003-4777-038X + year: '2023' + version: '>= 1.1.1' +- type: software + title: fs + abstract: 'fs: Cross-Platform File System Operations Based on ''libuv''' + notes: Imports + url: https://fs.r-lib.org + repository: https://CRAN.R-project.org/package=fs + authors: + - family-names: Hester + given-names: Jim + - family-names: Wickham + given-names: Hadley + email: hadley@rstudio.com + - family-names: Csárdi + given-names: Gábor + email: csardi.gabor@gmail.com + year: '2023' +- type: software + title: glue + abstract: 'glue: Interpreted String Literals' + notes: Imports + url: https://glue.tidyverse.org/ + repository: https://CRAN.R-project.org/package=glue + authors: + - family-names: Hester + given-names: Jim + orcid: https://orcid.org/0000-0002-2739-7082 + - family-names: Bryan + given-names: Jennifer + email: jenny@rstudio.com + orcid: https://orcid.org/0000-0002-6983-2759 + year: '2023' +- type: software + title: loo + abstract: 'loo: Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models' + notes: Imports + url: https://mc-stan.org/loo/ + repository: https://CRAN.R-project.org/package=loo + authors: + - family-names: Vehtari + given-names: Aki + email: Aki.Vehtari@aalto.fi + - family-names: Gabry + given-names: Jonah + email: jsg2201@columbia.edu + - family-names: Magnusson + given-names: Mans + - family-names: Yao + given-names: Yuling + - family-names: Bürkner + given-names: Paul-Christian + - family-names: Paananen + given-names: Topi + - family-names: Gelman + given-names: Andrew + year: '2023' +- type: software + title: magrittr + abstract: 'magrittr: A Forward-Pipe Operator for R' + notes: Imports + url: https://magrittr.tidyverse.org + repository: https://CRAN.R-project.org/package=magrittr + authors: + - family-names: Bache + given-names: Stefan Milton + email: stefan@stefanbache.dk + - family-names: Wickham + given-names: Hadley + email: hadley@rstudio.com + year: '2023' +- type: software + title: methods + abstract: 'R: A Language and Environment for Statistical Computing' + notes: Imports + authors: + - name: R Core Team + location: + name: Vienna, Austria + year: '2023' + institution: + name: R Foundation for Statistical Computing +- type: software + title: posterior + abstract: 'posterior: Tools for Working with Posterior Distributions' + notes: Imports + url: https://mc-stan.org/posterior/ + repository: https://CRAN.R-project.org/package=posterior + authors: + - family-names: Bürkner + given-names: Paul-Christian + email: paul.buerkner@gmail.com + - family-names: Gabry + given-names: Jonah + email: jsg2201@columbia.edu + - family-names: Kay + given-names: Matthew + email: mjskay@northwestern.edu + - family-names: Vehtari + given-names: Aki + email: Aki.Vehtari@aalto.fi + year: '2023' +- type: software + title: psych + abstract: 'psych: Procedures for Psychological, Psychometric, and Personality Research' + notes: Imports + url: https://personality-project.org/r/psych/ + repository: https://CRAN.R-project.org/package=psych + authors: + - family-names: Revelle + given-names: William + email: revelle@northwestern.edu + orcid: https://orcid.org/0000-0003-4880-9610 + year: '2023' +- type: software + title: Rcpp + abstract: 'Rcpp: Seamless R and C++ Integration' + notes: Imports + url: https://www.rcpp.org + repository: https://CRAN.R-project.org/package=Rcpp + authors: + - family-names: Eddelbuettel + given-names: Dirk + - family-names: Francois + given-names: Romain + - family-names: Allaire + given-names: JJ + - family-names: Ushey + given-names: Kevin + - family-names: Kou + given-names: Qiang + - family-names: Russell + given-names: Nathan + - family-names: Ucar + given-names: Inaki + - family-names: Bates + given-names: Douglas + - family-names: Chambers + given-names: John + year: '2023' + version: '>= 0.12.0' +- type: software + title: RcppParallel + abstract: 'RcppParallel: Parallel Programming Tools for ''Rcpp''' + notes: Imports + url: https://rcppcore.github.io/RcppParallel/ + repository: https://CRAN.R-project.org/package=RcppParallel + authors: + - family-names: Allaire + given-names: JJ + email: jj@rstudio.com + - family-names: Francois + given-names: Romain + - family-names: Ushey + given-names: Kevin + email: kevin@rstudio.com + - family-names: Vandenbrouck + given-names: Gregory + - family-names: Geelnard + given-names: Marcus + - name: Intel + year: '2023' + version: '>= 5.0.1' +- type: software + title: rlang + abstract: 'rlang: Functions for Base Types and Core R and ''Tidyverse'' Features' + notes: Imports + url: https://rlang.r-lib.org + repository: https://CRAN.R-project.org/package=rlang + authors: + - family-names: Henry + given-names: Lionel + email: lionel@posit.co + - family-names: Wickham + given-names: Hadley + email: hadley@posit.co + year: '2023' + version: '>= 0.4.11' +- type: software + title: rstan + abstract: 'rstan: R Interface to Stan' + notes: Imports + url: https://mc-stan.org/rstan/ + repository: https://CRAN.R-project.org/package=rstan + authors: + - family-names: Guo + given-names: Jiqiang + email: guojq28@gmail.com + - family-names: Gabry + given-names: Jonah + email: jsg2201@columbia.edu + - family-names: Goodrich + given-names: Ben + email: benjamin.goodrich@columbia.edu + - family-names: Johnson + given-names: Andrew + email: andrew.johnson@arjohnsonau.com + - family-names: Weber + given-names: Sebastian + email: sdw.post@waebers.de + year: '2023' + version: '>= 2.26.0' +- type: software + title: rstantools + abstract: 'rstantools: Tools for Developing R Packages Interfacing with ''Stan''' + notes: Imports + url: https://mc-stan.org/rstantools/ + repository: https://CRAN.R-project.org/package=rstantools + authors: + - family-names: Gabry + given-names: Jonah + email: jsg2201@columbia.edu + - family-names: Goodrich + given-names: Ben + email: benjamin.goodrich@columbia.edu + - family-names: Lysy + given-names: Martin + email: mlysy@uwaterloo.ca + - family-names: Johnson + given-names: Andrew + year: '2023' + version: '>= 2.3.0' +- type: software + title: stats + abstract: 'R: A Language and Environment for Statistical Computing' + notes: Imports + authors: + - name: R Core Team + location: + name: Vienna, Austria + year: '2023' + institution: + name: R Foundation for Statistical Computing +- type: software + title: tibble + abstract: 'tibble: Simple Data Frames' + notes: Imports + url: https://tibble.tidyverse.org/ + repository: https://CRAN.R-project.org/package=tibble + authors: + - family-names: Müller + given-names: Kirill + email: kirill@cynkra.com + orcid: https://orcid.org/0000-0002-1416-3412 + - family-names: Wickham + given-names: Hadley + email: hadley@rstudio.com + year: '2023' +- type: software + title: tidyr + abstract: 'tidyr: Tidy Messy Data' + notes: Imports + url: https://tidyr.tidyverse.org + repository: https://CRAN.R-project.org/package=tidyr + authors: + - family-names: Wickham + given-names: Hadley + email: hadley@posit.co + - family-names: Vaughan + given-names: Davis + email: davis@posit.co + - family-names: Girlich + given-names: Maximilian + year: '2023' + version: '>= 1.3.0' +- type: software + title: BH + abstract: 'BH: Boost C++ Header Files' + notes: LinkingTo + url: https://dirk.eddelbuettel.com/code/bh.html + repository: https://CRAN.R-project.org/package=BH + authors: + - family-names: Eddelbuettel + given-names: Dirk + - family-names: Emerson + given-names: John W. + - family-names: Kane + given-names: Michael J. + year: '2023' + version: '>= 1.66.0' +- type: software + title: RcppEigen + abstract: 'RcppEigen: ''Rcpp'' Integration for the ''Eigen'' Templated Linear Algebra + Library' + notes: LinkingTo + url: https://dirk.eddelbuettel.com/code/rcpp.eigen.html + repository: https://CRAN.R-project.org/package=RcppEigen + authors: + - family-names: Bates + given-names: Douglas + - family-names: Eddelbuettel + given-names: Dirk + - family-names: Francois + given-names: Romain + - family-names: Eigen + given-names: Yixuan Qiu; the authors of Eigen for the included version of + year: '2023' + version: '>= 0.3.3.3.0' +- type: software + title: StanHeaders + abstract: 'StanHeaders: C++ Header Files for Stan' + notes: LinkingTo + url: https://mc-stan.org/ + repository: https://CRAN.R-project.org/package=StanHeaders + authors: + - family-names: Goodrich + given-names: Ben + email: benjamin.goodrich@columbia.edu + - family-names: Gelman + given-names: Andrew + - family-names: Carpenter + given-names: Bob + - family-names: Hoffman + given-names: Matt + - family-names: Lee + given-names: Daniel + - family-names: Betancourt + given-names: Michael + - family-names: Brubaker + given-names: Marcus + - family-names: Guo + given-names: Jiqiang + - family-names: Li + given-names: Peter + - family-names: Riddell + given-names: Allen + - family-names: Inacio + given-names: Marco + - family-names: Morris + given-names: Mitzi + - family-names: Arnold + given-names: Jeffrey + - family-names: Goedman + given-names: Rob + - family-names: Lau + given-names: Brian + - family-names: Trangucci + given-names: Rob + - family-names: Gabry + given-names: Jonah + - family-names: Kucukelbir + given-names: Alp + - family-names: Grant + given-names: Robert + - family-names: Tran + given-names: Dustin + - family-names: Malecki + given-names: Michael + - family-names: Gao + given-names: Yuanjun + year: '2023' + version: '>= 2.26.0' +- type: software + title: cli + abstract: 'cli: Helpers for Developing Command Line Interfaces' + notes: Suggests + url: https://cli.r-lib.org + repository: https://CRAN.R-project.org/package=cli + authors: + - family-names: Csárdi + given-names: Gábor + email: csardi.gabor@gmail.com + year: '2023' +- type: software + title: cmdstanr + abstract: 'cmdstanr: R Interface to ''CmdStan''' + notes: Suggests + url: https://mc-stan.org/cmdstanr/ + authors: + - family-names: Gabry + given-names: Jonah + email: jsg2201@columbia.edu + - family-names: Češnovar + given-names: Rok + email: rok.cesnovar@fri.uni-lj.si + - family-names: Johnson + given-names: Andrew + orcid: https://orcid.org/0000-0001-7000-8065 + year: '2023' + version: '>= 0.4.0' +- type: software + title: crayon + abstract: 'crayon: Colored Terminal Output' + notes: Suggests + url: https://github.com/r-lib/crayon#readme + repository: https://CRAN.R-project.org/package=crayon + authors: + - family-names: Csárdi + given-names: Gábor + email: csardi.gabor@gmail.com + year: '2023' +- type: software + title: knitr + abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R' + notes: Suggests + url: https://yihui.org/knitr/ + repository: https://CRAN.R-project.org/package=knitr + authors: + - family-names: Xie + given-names: Yihui + email: xie@yihui.name + orcid: https://orcid.org/0000-0003-0645-5666 + year: '2023' +- type: software + title: rmarkdown + abstract: 'rmarkdown: Dynamic Documents for R' + notes: Suggests + url: https://pkgs.rstudio.com/rmarkdown/ + repository: https://CRAN.R-project.org/package=rmarkdown + authors: + - family-names: Allaire + given-names: JJ + email: jj@posit.co + - family-names: Xie + given-names: Yihui + email: xie@yihui.name + orcid: https://orcid.org/0000-0003-0645-5666 + - family-names: Dervieux + given-names: Christophe + email: cderv@posit.co + orcid: https://orcid.org/0000-0003-4474-2498 + - family-names: McPherson + given-names: Jonathan + email: jonathan@posit.co + - family-names: Luraschi + given-names: Javier + - family-names: Ushey + given-names: Kevin + email: kevin@posit.co + - family-names: Atkins + given-names: Aron + email: aron@posit.co + - family-names: Wickham + given-names: Hadley + email: hadley@posit.co + - family-names: Cheng + given-names: Joe + email: joe@posit.co + - family-names: Chang + given-names: Winston + email: winston@posit.co + - family-names: Iannone + given-names: Richard + email: rich@posit.co + orcid: https://orcid.org/0000-0003-3925-190X + year: '2023' +- type: software + title: roxygen2 + abstract: 'roxygen2: In-Line Documentation for R' + notes: Suggests + url: https://roxygen2.r-lib.org/ + repository: https://CRAN.R-project.org/package=roxygen2 + authors: + - family-names: Wickham + given-names: Hadley + email: hadley@rstudio.com + orcid: https://orcid.org/0000-0003-4757-117X + - family-names: Danenberg + given-names: Peter + email: pcd@roxygen.org + - family-names: Csárdi + given-names: Gábor + email: csardi.gabor@gmail.com + - family-names: Eugster + given-names: Manuel + year: '2023' +- type: software + title: spelling + abstract: 'spelling: Tools for Spell Checking in R' + notes: Suggests + url: https://docs.ropensci.org/spelling/ + repository: https://CRAN.R-project.org/package=spelling + authors: + - family-names: Ooms + given-names: Jeroen + email: jeroen@berkeley.edu + orcid: https://orcid.org/0000-0002-4035-0289 + - family-names: Hester + given-names: Jim + email: james.hester@rstudio.com + year: '2023' +- type: software + title: testthat + abstract: 'testthat: Unit Testing for R' + notes: Suggests + url: https://testthat.r-lib.org + repository: https://CRAN.R-project.org/package=testthat + authors: + - family-names: Wickham + given-names: Hadley + email: hadley@posit.co + year: '2023' + version: '>= 3.0.0' From efdde95bce4727d94a471d493e66ccec68dbc777 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 6 Nov 2023 12:17:40 -0600 Subject: [PATCH 20/22] update to publication date --- vignettes/paper.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/paper.Rmd b/vignettes/paper.Rmd index 7297fc6..31a87c3 100644 --- a/vignettes/paper.Rmd +++ b/vignettes/paper.Rmd @@ -19,7 +19,7 @@ affiliations: index: 1 - name: University of Kansas index: 2 -date: 14 July 2023 +date: 6 November 2023 bibliography: paper.bib vignette: > %\VignetteEncoding{UTF-8} From 301657a6649e7497102ba7d386fb4970286e5f68 Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 6 Nov 2023 12:24:22 -0600 Subject: [PATCH 21/22] add workflow for cff file --- .github/workflows/update-citation-cff.yaml | 55 ++++++++++++++++++++++ 1 file changed, 55 insertions(+) create mode 100644 .github/workflows/update-citation-cff.yaml diff --git a/.github/workflows/update-citation-cff.yaml b/.github/workflows/update-citation-cff.yaml new file mode 100644 index 0000000..dc46a7b --- /dev/null +++ b/.github/workflows/update-citation-cff.yaml @@ -0,0 +1,55 @@ +# Workflow derived from https://github.com/r-lib/actions/tree/master/examples +# The action runs when: +# - A new release is published +# - The DESCRIPTION or inst/CITATION are modified +# - Can be run manually +# For customizing the triggers, visit https://docs.github.com/en/actions/learn-github-actions/events-that-trigger-workflows +on: + release: + types: [published] + push: + branches: [master, main] + paths: + - DESCRIPTION + - inst/CITATION + workflow_dispatch: + +name: Update CITATION.cff + +jobs: + update-citation-cff: + runs-on: ubuntu-latest + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + steps: + - uses: actions/checkout@v3 + - uses: r-lib/actions/setup-r@v2 + - uses: r-lib/actions/setup-r-dependencies@v2 + with: + extra-packages: | + any::cffr + any::V8 + + - name: Update CITATION.cff + run: | + + library(cffr) + + # Customize with your own code + # See https://docs.ropensci.org/cffr/articles/cffr.html + + # Write your own keys + mykeys <- list() + + # Create your CITATION.cff file + cff_write(keys = mykeys) + + shell: Rscript {0} + + - name: Commit results + run: | + git config --local user.name "github-actions[bot]" + git config --local user.email "41898282+github-actions[bot]@users.noreply.github.com" + git add CITATION.cff + git commit -m 'Update CITATION.cff' || echo "No changes to commit" + git push origin || echo "No changes to commit" From 38198553d07d2180eeaac1805444599978a1b45a Mon Sep 17 00:00:00 2001 From: Jake Thompson Date: Mon, 6 Nov 2023 12:25:03 -0600 Subject: [PATCH 22/22] remove joss pdf check --- .github/workflows/draft-pdf.yml | 23 ----------------------- 1 file changed, 23 deletions(-) delete mode 100644 .github/workflows/draft-pdf.yml diff --git a/.github/workflows/draft-pdf.yml b/.github/workflows/draft-pdf.yml deleted file mode 100644 index 56b020e..0000000 --- a/.github/workflows/draft-pdf.yml +++ /dev/null @@ -1,23 +0,0 @@ -on: [push] - -jobs: - paper: - runs-on: ubuntu-latest - name: Paper Draft - steps: - - name: Checkout - uses: actions/checkout@v3 - - name: Build draft PDF - uses: openjournals/openjournals-draft-action@master - with: - journal: joss - # This should be the path to the paper within your repo. - paper-path: vignettes/paper.md - - name: Upload - uses: actions/upload-artifact@v1 - with: - name: paper - # This is the output path where Pandoc will write the compiled - # PDF. Note, this should be the same directory as the input - # paper.md - path: vignettes/paper.pdf