Extracting, Computing and Exploring the Parameters of Statistical Models using R
Extracting, Computing and Exploring the Parameters of Statistical Models using R - Published in JOSS (2020)
statsExpressions
statsExpressions: R Package for Tidy Dataframes and Expressions with Statistical Details - Published in JOSS (2021)
txshift
txshift: Efficient estimation of the causal effects of stochastic interventions in R - Published in JOSS (2020)
Hypothesize
Hypothesize: Robust Statistics for Python - Published in JOSS (2020)
LinRegOutliers
LinRegOutliers: A Julia package for detecting outliers in linear regression - Published in JOSS (2021)
CVtreeMLE
CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in R - Published in JOSS (2023)
lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
https://github.com/dmetivie/robustmeans.jl
Implement some Robust Mean Estimators
https://github.com/dmetivie/robust-randomized-quasi-monte-carlo-paper-code
Code of the paper The Robust Randomized Quasi Monte Carlo method, applications to integrating singular functions by E. Gobet M. Lerasle and D. Métivier
https://github.com/cran-task-views/robust
CRAN Task View: Robust Statistical Methods
https://github.com/andleb/230afinal
UC Berkeley STAT230A Spring 2022 final project - Replication of Michalopoulos: The Origins of Ethnolinguistic Diversity
robust-outlier-rejection
Robust Chauvenet Outlier Rejection: RCR is advanced, but easy to use, outlier rejection.
confidenceellipse
The ConfidenceEllipse package provides functions for computing the coordinate points of confidence ellipses and ellipsoids for a given bivariate and trivariate dataset, at user-defined confidence level.