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README.Rmd

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This GitHub repository provides the code of the tutorial on how to implement time-dependent cohort state-transition models (cSTMs) in R using a cost-effectiveness analysis (CEA) example, explained in the following manuscript:
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- Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H. [A Tutorial on Time-Dependent Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example](https://arxiv.org/abs/2108.13552). arXiv:2021.13552v1. 2021:1-37.
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- Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H. [A Tutorial on Time-Dependent Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example](https://arxiv.org/abs/2108.13552). arXiv:2108.13552v2. 2022:1-37.
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The release that accompanies the published article has been archived in zenodo: https://zenodo.org/badge/latestdoi/357371663
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## How to cite this R code in your article
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You can cite the R code in this repository like this "we based our analysis using the R code from Alarid-Escudero F et al. (2021)". Here is the full bibliographic reference to include in your reference list for the manuscript and the R code (don't forget to update the 'last accessed' date):
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You can cite the R code in this repository like this "we based our analysis using the R code from Alarid-Escudero F et al. (2022)". Here is the full bibliographic reference to include in your reference list for the manuscript and the R code (don't forget to update the 'last accessed' date):
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> Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H. A Tutorial on Time-Dependent Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example (https://arxiv.org/abs/2108.13552). arXiv:2108.13552v1. 2021:1-37.
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> Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H. A Tutorial on Time-Dependent Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example (https://arxiv.org/abs/2108.13552). arXiv:2108.13552v2. 2022:1-37.
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> Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H (2021). R Code for A Tutorial on Time-Dependent Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example (Version v0.1.0). Zenodo. [10.5281/zenodo.5338819](https://www.doi.org/10.5281/zenodo.5338819). Last accessed 30 August 2021.
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> Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H (2021). R Code for A Tutorial on Time-Dependent Cohort State-Transition Models in R using a Cost-Effectiveness Analysis Example (Version v0.1.0). Zenodo. [10.5281/zenodo.5338819](https://www.doi.org/10.5281/zenodo.5338819). Last accessed 7 June 2022.
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If you adapted the code, you should indicate "Adapted from:" or "Based on" so it is understood that you modified the code. For more information on how to cite computer code, we refer the user to review [Writing Code (from MIT Research Guide)](https://integrity.mit.edu/handbook/writing-code), which provides examples of how and when to cite computer code.
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We recommend reading our introductory tutorial on time-independent cSTMs in R:
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- Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H. [An Introductory Tutorial on Cohort State-Transition Models in R Using a Cost-Effectiveness Analysis Example](http://arxiv.org/abs/2001.07824). arXiv:200107824v4. 2022:1-26,
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- Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM, Pechlivanoglou P, Jalal H. [An Introductory Tutorial on Cohort State-Transition Models in R Using a Cost-Effectiveness Analysis Example](https://journals.sagepub.com/doi/full/10.1177/0272989X221103163). [Medical Decision Making](https://journals.sagepub.com/home/mdm), 2022 (Online First):1-18. https://doi.org/10.1177/0272989X221103163
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and understanding the use of multidimensional arrays to represent cSTM dynamics in R described in:
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README.md

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- Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM,
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Pechlivanoglou P, Jalal H. [A Tutorial on Time-Dependent Cohort
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State-Transition Models in R using a Cost-Effectiveness Analysis
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Example](https://arxiv.org/abs/2108.13552). arXiv:2021.13552v1.
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2021:1-37.
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Example](https://arxiv.org/abs/2108.13552). arXiv:2108.13552v2.
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2022:1-37.
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The release that accompanies the published article has been archived in
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zenodo: <https://zenodo.org/badge/latestdoi/357371663>
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## How to cite this R code in your article
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You can cite the R code in this repository like this “we based our
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analysis using the R code from Alarid-Escudero F et al. (2021)”. Here is
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analysis using the R code from Alarid-Escudero F et al. (2022)”. Here is
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the full bibliographic reference to include in your reference list for
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the manuscript and the R code (don’t forget to update the ‘last
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accessed’ date):
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> Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM,
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> Pechlivanoglou P, Jalal H. A Tutorial on Time-Dependent Cohort
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> State-Transition Models in R using a Cost-Effectiveness Analysis
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> Example (<https://arxiv.org/abs/2108.13552>). arXiv:2108.13552v1.
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> 2021:1-37.
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> Example (<https://arxiv.org/abs/2108.13552>). arXiv:2108.13552v2.
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> 2022:1-37.
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> Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM,
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> Pechlivanoglou P, Jalal H (2021). R Code for A Tutorial on
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> Time-Dependent Cohort State-Transition Models in R using a
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> Cost-Effectiveness Analysis Example (Version v0.1.0). Zenodo.
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> [10.5281/zenodo.5338819](https://www.doi.org/10.5281/zenodo.5338819).
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> Last accessed 30 August 2021.
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> Last accessed 7 June 2022.
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If you adapted the code, you should indicate “Adapted from:” or “Based
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on” so it is understood that you modified the code. For more information
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- Alarid-Escudero F, Krijkamp EM, Enns EA, Yang A, Hunink MGM,
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Pechlivanoglou P, Jalal H. [An Introductory Tutorial on Cohort
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State-Transition Models in R Using a Cost-Effectiveness Analysis
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Example](http://arxiv.org/abs/2001.07824). arXiv:200107824v4.
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2022:1-26,
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Example](https://journals.sagepub.com/doi/full/10.1177/0272989X221103163).
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[Medical Decision Making](https://journals.sagepub.com/home/mdm),
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2022 (Online First):1-18.
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<https://doi.org/10.1177/0272989X221103163>
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and understanding the use of multidimensional arrays to represent cSTM
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dynamics in R described in:

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