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Vincent Arel-Bundock's Projects

acmq icon acmq

Analyse Causale et Méthodes Quantitatives

altdoc icon altdoc

Alternative to pkgdown to document packages

awesome-conformal-prediction icon awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

clarify icon clarify

clarify: Simulation-Based Inference for Regression Models

countrycode icon countrycode

R package: Convert country names and country codes. Assigns region descriptors.

cross-sectional-ols icon cross-sectional-ols

Repository with data (and some code) for replicating published work with cross-sectional OLS models

etwfe icon etwfe

Extended two-way fixed effects

fwildclusterboot icon fwildclusterboot

Fast Wild Cluster Bootstrap Inference for Regression Models / OLS in R. Additionally, R port to WildBootTests.jl via the JuliaConnectoR.

ggeffects icon ggeffects

Estimated Marginal Means and Marginal Effects from Regression Models for ggplot2

huxtable icon huxtable

An R package to create styled tables in multiple output formats, with a friendly, modern interface.

insight icon insight

:crystal_ball: Easy access to model information for various model objects

ivreg icon ivreg

2SLS Regression with Diagnostics in R

kableextra icon kableextra

Construct Complex Table with knitr::kable() + pipe.

learnpca icon learnpca

Functions, Data Sets and Vignettes to Aid in Learning Principal Components Analysis (PCA)

marginaleffects icon marginaleffects

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference

modelarchive icon modelarchive

Archive of `R` models used to test `{modelsummary}` and `{marginaleffects}`

modelbased icon modelbased

:chart_with_upwards_trend: Estimate effects, contrasts and means based on statistical models

opic icon opic

Overseas Private Investment Corporation data on projects and insurance claims

ordbetareg_pack icon ordbetareg_pack

Repository for R package ordbetareg, used to fit continuous data with lower and upper bounds.

parameters icon parameters

:bar_chart: Computation and processing of models' parameters

performance icon performance

:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

r-svn icon r-svn

Mirror of the R svn with CI for testing patches

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