💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
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Feb 1, 2025 - R
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aic
Here are 19 public repositories matching this topic...
R Package With Shiny App to Perform and Visualize Clustering of Count Data via Mixtures of Multivariate Poisson-log Normal Model
data-visualization model-selection data-simulation r-package mixture-model heatmaps bic posterior-probability aic model-based-clustering count-data icl shinyapp lineplot mcmc-em mpln-distribution variational-em aic3
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Sep 18, 2024 - R
Helper R scripts for multiple PERMANOVA tests, AICc script for PERMANOVA, etc.
r ecology multivariate-regression adonis aic chisquare permanova indicator-species multipatt chisquare-test chisquared
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Feb 26, 2024 - R
[R] Statistical analysis of financial data conducted in R
r statistics arch optimization regression acf var arima financial-analysis anova garch aic normal-distribution expected-shortfall natural-splines exponential-distribution pacf qq-plot
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Jan 31, 2022 - R
Analytical tool to help the company decide whether the employee will stay or not
r analytics analysis svm decision-making prediction predictive logistic-regression decision-trees predictive-modeling boruta predictive-analytics hypothesis-testing decision-tree decision-tree-classifier decision-tree-algorithm aic decision-tree-regression tree-pruning auc-roc-curve
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Feb 14, 2019 - R
Shiny interface for growth model fit
bootstrap shiny-apps non-linear-regression aic population-dynamics chi-square-test growth-models r-for-everyone age-database fish-biology length-data
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Aug 2, 2022 - R
This is a group project for MTH416A: Regression Analysis at IIT Kanpur
r prediction ozone ridge-regression rmse aic principal-components-regression shapiro-wilk vif auto-arima box-cox scree-plot scatterplot-matrix qq-plot breusch-pagan variance-decompotion-proportion alternating-conditional-expectation mallows-cp stepwise-selection multiple-time-series
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Dec 3, 2021 - R
An R package that performs stepwise forward and backward feature selection
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Mar 20, 2018 - R
Convenience Functions, Moving Window Statistics, and Graphics
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Sep 13, 2023 - R
tracking survival rate of new employees with a best fitted Cox Proportional Hazards model using 4 most significant personality traits
survival-analysis kaplan-meier group-project kaggle-dataset aic employee-turnover proportional-hazards
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Jul 2, 2024 - R
A R Package to find Optimal Bandwidth for Kernel Density Estimation using new methods based on K-Fold Maximum Likelihood and AIC.
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Jul 26, 2023 - R
Statistics-Projects done in R involving basic R Function, analyzing US Election, boxplot and confidence interval for HeartBeat using finger-arm method, analysis of voicedata to classify instrument v/s Singer data, Linear Regression, Anova Analysis and AIC For cancer data and BootStrap Analysis on CPU Time. These are projects done by Akhilesh Kum…
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Jun 13, 2018 - R
R scripts for time series analysis using the MTS package
r statistics simulation model-selection bic time-series-analysis aic vector-autoregression varma multivariate-time-series vector-arma vector-autoregressive-moving-average
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Dec 2, 2024 - R
Linear Regression Models on Montesinho Forest Fire
r linear-regression model-selection aka modelling forestfire linear-models lasso-regression aic akaike-information-criterion lasso-regression-model modelselection k-fold-cross-validation
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Oct 28, 2021 - R
Code for "Identification of the Mode of Evolution in Incomplete Carbonate Successions"
biology evolution biological-simulations geoscience earth-science geosciences stratigraphy aic sedimentology fossils
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May 30, 2024 - R
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