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The Top 23 R Robust Open Source Projects

Open source projects categorized as R Robust

Categories > Programming Languages > R

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Correlation ⭐ 390

🔗 Methods for Correlation Analysis

dependent packages 11total releases 15most recent commit 7 months ago

Statsexpressions ⭐ 303

Tidy data frames and expressions with statistical summaries 📜

dependent packages 2total releases 33most recent commit 3 months ago

Tools for summarizing/visualizing regressions and other helpful stuff

dependent packages 10total releases 27most recent commit 3 months ago

Honestdid ⭐ 143

Robust inference in difference-in-differences and event study designs

most recent commit 3 months ago

Estimatr ⭐ 129

estimatr: Fast Estimators for Design-Based Inference

most recent commit 3 months ago

Discovr ⭐ 111

discovr package for R to accompany Discovering Statistics Using R and RStudio

most recent commit 6 months ago

Robust Graphical Methods For Group Comparisons

most recent commit a year ago

Doubly Robust Difference-in-Differences Estimators

dependent packages 1total releases 5most recent commit a year ago

Policytree ⭐ 67

Policy learning via doubly robust empirical welfare maximization over trees

dependent packages 1total releases 13most recent commit 10 months ago

Scimpute ⭐ 58

Accurate and robust imputation of scRNA-seq data

most recent commit 5 years ago

Pairwisecomparisons ⭐ 46

Pairwise comparison tests for one-way designs 🔬📝

dependent packages 1total releases 21most recent commit 2 years ago

Charpente ⭐ 44

Seamlessly design robust 'shiny' extensions

most recent commit 3 months ago

Wilcox' Robust Statistics

dependent packages 10total releases 10most recent commit 6 months ago

R package for robust clustering of single cell RNA sequencing data

most recent commit 5 years ago

Robust Small Sample Standard Errors ⭐ 27

Degrees of freedom adjustments for robust standard errors described in Imbens and Kolesár (2016, Review of Economics and Statistics)

total releases 6most recent commit 5 months ago

Robustlmm ⭐ 25

This is an R-package for fitting linear mixed effects models in a robust manner. The method is based on the robustification of the scoring equations and an application of the Design Adaptive Scale approach.

dependent packages 5total releases 36most recent commit 4 months ago

Openmordm ⭐ 24

OpenMORDM is an open source R library for Multiobjective Robust Decision Making (MORDM)

most recent commit 8 years ago

Data Envelopment Analysis (DEA) package for R with robust unbiased methods.

total releases 9most recent commit 10 months ago

Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)

most recent commit 2 years ago

Generalized Method of Wavelet Moments (GMWM) is an estimation technique for the parameters of time series models. It uses the wavelet variance in a moment matching approach that makes it particularly suitable for the estimation of certain state-space models.

most recent commit 3 years ago

Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests

total releases 8most recent commit a year ago

⏰ This R package provides the tools to perform standard and robust wavelet variance analysis for time series (signal processing). Among others, aside from computing the wavelet variance and cross-covariance (classic and robust), the package provides inference tools (e.g. confidence intervals) and plotting tools allowing to perform some visual analysis and assess the properties of the underlying time series.

total releases 1most recent commit 8 months ago

YARN: Robust Multi-Tissue RNA-Seq Preprocessing and Normalization

most recent commit 5 years ago

The 10 Most Depended On R Robust Open Source Projects

Correlation ⭐ 390

:link: Methods for Correlation Analysis

dependent packages 11total releases 15latest release April 06, 2023most recent commit 7 months ago

Tools for summarizing/visualizing regressions and other helpful stuff

dependent packages 10total releases 27latest release July 11, 2023most recent commit 3 months ago

Wilcox' Robust Statistics

dependent packages 10total releases 10latest release June 19, 2020most recent commit 6 months ago

Robustlmm ⭐ 25

This is an R-package for fitting linear mixed effects models in a robust manner. The method is based on the robustification of the scoring equations and an application of the Design Adaptive Scale approach.

dependent packages 5total releases 36latest release November 14, 2023most recent commit 4 months ago

Statsexpressions ⭐ 303

Tidy data frames and expressions with statistical summaries 📜

dependent packages 2total releases 33latest release September 12, 2023most recent commit 3 months ago

Perform mediation analysis via a fast-and-robust bootstrap test, as well as various other methods

dependent packages 1total releases 15latest release March 25, 2023most recent commit 10 months ago

Framework for estimating parameters and the empirical sandwich covariance matrix from a set of unbiased estimating equations (i.e. M-estimation) in R.

dependent packages 1total releases 4latest release August 08, 2022most recent commit 10 months ago

Doubly Robust Difference-in-Differences Estimators

dependent packages 1total releases 5latest release May 18, 2023most recent commit a year ago

Robust Sparse PCA using the ROSPCA algorithm of Hubert et al. (2016)

dependent packages 1total releases 5latest release February 26, 2018most recent commit 5 years ago

Policytree ⭐ 67

Policy learning via doubly robust empirical welfare maximization over trees

dependent packages 1total releases 13latest release June 23, 2023most recent commit 10 months ago

The 10 Latest Releases In R Robust Open Source Projects

Robustlmm ⭐ 25

This is an R-package for fitting linear mixed effects models in a robust manner. The method is based on the robustification of the scoring equations and an application of the Design Adaptive Scale approach.

dependent packages 5total releases 36latest release November 14, 2023most recent commit 4 months ago

Robust Small Sample Standard Errors ⭐ 27

Degrees of freedom adjustments for robust standard errors described in Imbens and Kolesár (2016, Review of Economics and Statistics)

total releases 6latest release October 04, 2023most recent commit 5 months ago

Statsexpressions ⭐ 303

Tidy data frames and expressions with statistical summaries 📜

dependent packages 2total releases 33latest release September 12, 2023most recent commit 3 months ago

Tools for summarizing/visualizing regressions and other helpful stuff

dependent packages 10total releases 27latest release July 11, 2023most recent commit 3 months ago

Policytree ⭐ 67

Policy learning via doubly robust empirical welfare maximization over trees

dependent packages 1total releases 13latest release June 23, 2023most recent commit 10 months ago

total releases 13latest release May 29, 2023most recent commit 3 months ago

Data Envelopment Analysis (DEA) package for R with robust unbiased methods.

total releases 9latest release May 20, 2023most recent commit 10 months ago

Doubly Robust Difference-in-Differences Estimators

dependent packages 1total releases 5latest release May 18, 2023most recent commit a year ago

Correlation ⭐ 390

:link: Methods for Correlation Analysis

dependent packages 11total releases 15latest release April 06, 2023most recent commit 7 months ago

Perform mediation analysis via a fast-and-robust bootstrap test, as well as various other methods

dependent packages 1total releases 15latest release March 25, 2023most recent commit 10 months ago

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