Projects in Awesome Lists tagged with robust-statistics

https://github.com/easystats/parameters

:bar_chart: Computation and processing of models' parameters

beta bootstrap ci confidence-intervals data-reduction easystats fa feature-extraction feature-reduction hacktoberfest parameters pca pvalues r r-package regression-models robust-statistics standardize standardized-estimates statistical-models

Last synced: 14 May 2025

https://github.com/indrajeetpatil/statsexpressions

Tidy data frames and expressions with statistical summaries 📜

bayesian-inference bayesian-statistics contingency-table correlation effectsize meta-analysis parametric robust robust-statistics statistical-details statistical-tests tidy

Last synced: 15 May 2025

https://github.com/IndrajeetPatil/statsExpressions

Tidy data frames and expressions with statistical summaries 📜

bayesian-inference bayesian-statistics contingency-table correlation effectsize meta-analysis parametric robust robust-statistics statistical-details statistical-tests tidy

Last synced: 13 Jul 2025

https://github.com/alcampopiano/hypothesize

Robust statistics in Python

confidence-intervals data-analysis hypothesis-testing null-hypothesis python r robust-statistics significance-testing statistics stats

Last synced: 09 Mar 2026

https://github.com/google/trimmed_match

This Python library implements Trimmed Match for analyzing randomized paired geo experiments and also implements Trimmed Match Design for designing randomized paired geo experiments.

abtest causal-inference experimental-design geo-experiments iroas robust-statistics

Last synced: 06 May 2025

https://github.com/filippobovo/robustats

Robustats is a Python library for high-performance computation of robust statistical estimators.

c fast high-performance medcouple mode numpy python-library python3 robust-estimators robust-statistics weighted-median

Last synced: 29 Jul 2025

https://github.com/jbytecode/LinRegOutliers

Direct and robust methods for outlier detection in linear regression

linear-regression outliers-detection robust-statistics

Last synced: 04 May 2025

https://github.com/jbytecode/linregoutliers

Direct and robust methods for outlier detection in linear regression

linear-regression outliers-detection robust-statistics

Last synced: 06 Apr 2026

https://github.com/glevv/obscure_stats

A small collection of lesser-known statistical measures

data-analysis data-analytics data-science descriptive-statistics math mathematical-functions mathematical-statistics numpy python robust-statistics scipy statistical-analysis statistics

Last synced: 25 Apr 2026

https://github.com/baggepinnen/totalleastsquares.jl

Solve many kinds of least-squares and matrix-recovery problems

errors-in-variables estimation imputation least-square-regression least-squares linear-regression matrix-completion missing-data missing-data-imputation nonnegative-matrix-factorization outlier-detection robust-estimation robust-pca robust-regresssion robust-statistics singular-value-decomposition total-least-square

Last synced: 26 Jan 2026

https://github.com/tlverse/causalglm

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

causal-inference causal-learning data-science generalized-linear-models heterogeneous-treatment-effects high-dimensional-inference interpretable-machine-learning machine-learning marginal-structural-models nonparametric-statistics projection r r-package relative-risk-regression robust-statistics semiparametric-estimation statistics targeted-learning treatment-effects working-model

Last synced: 19 Feb 2026

https://github.com/syrte/robustgp

Robust Gaussian Process with Iterative Trimming

gaussian-processes gpy itgp machine-learning nonlinear-regression outlier-detection python regression robust-regresssion robust-statistics

Last synced: 07 Aug 2025

https://github.com/nhejazi/txshift

:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling

causal-effects causal-inference censored-data machine-learning robust-statistics statistics stochastic-interventions stochastic-treatment-regimes targeted-learning treatment-effects variable-importance

Last synced: 16 Aug 2025

https://github.com/microprediction/embarrassingly

robust optimization

optimization optimization-algorithms robust-optimization robust-statistics

Last synced: 23 Jan 2026

https://github.com/yaniv-shulman/rsklpr

Robust locally weighted multiple regression in Python

least-square-regression locally-weighted-regression machine-learning mit-license polynomial-regression python python3 regression robust-regression robust-statistics statistics

Last synced: 08 Apr 2026

https://github.com/nickk124/robust-outlier-rejection

Robust Chauvenet Outlier Rejection: RCR is advanced, but easy to use, outlier rejection.

outlier-detection outlier-rejection regression robust robust-statistics

Last synced: 12 Mar 2026

https://github.com/bschulz81/robustregression

a c++ library with statistical machine learning algorithms for linear and non-linear robust regression that can be used with python.

cmake cpp forward-search gaussian-elimination least-squares levenberg-marquardt linear-algebra linear-regression machine-learning nonlinear-regression open-mp outlier-detection outlier-removal python3 ransac regression robust-regression robust-statistics s-estimator statistics

Last synced: 06 Apr 2026

https://github.com/jorenham/lmo

Trimmed L-moments and L-comoments for robust statistics.

fitting-distribution l-comoments l-moments lmo multivariate-statistics numpy probability-statistics python robust-optimization robust-statistics statistics tl-moments

Last synced: 16 Mar 2025

https://github.com/blind-contours/cvtreemle

:deciduous_tree: :dart: Cross Validated Decision Trees with Targeted Maximum Likelihood Estimation

causal-effects causal-inference decision-trees exposure-mixtures machine-learning robust-statistics statistics targeted-learning variable-importance

Last synced: 26 Oct 2025

https://github.com/mamba413/room

Robust Offline Reinforcement Learning with Heavy-Tailed Rewards

heavy-tailed-distributions off-policy-evaluation offline-reinforcement-learning robust-statistics

Last synced: 10 Apr 2025

https://github.com/dmetivie/robustmeans.jl

Implement some Robust Mean Estimators

confidence-intervals julia julia-language robust robust-statistics statistics

Last synced: 05 Jan 2026

https://github.com/cran-task-views/robust

CRAN Task View: Robust Statistical Methods

cran r robust-statistics rstats task-views

Last synced: 11 Aug 2025

https://github.com/tjhunter/levy-stable-jax

Lévy's alpha-stable distribution for the Jax numerical framework

inference jax pymc robust-statistics statistical-models

Last synced: 03 Mar 2026

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

distributed-computing julia paper-with-code pluto-notebooks quasi-monte-carlo robust-statistics scrambling sge slurm

Last synced: 23 Jul 2025

https://github.com/andrewwango/femda

FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.

20newsgroup classification discriminant-analysis em-algorithm fashion-mnist linear-discriminant-analysis machine-learning quadratic-discriminant-analysis robust-estimation robust-statistics

Last synced: 28 Mar 2025

https://github.com/chirindaopensource/crypto_currencies_interest_rates

End-to-end Python Implementation of Bergault et al.'s (2025) methodology for constructing yield curves without traditional bonds. Implements inverse options replication, robust statistical methods, and closed-form analytical solutions for risk-neutral interest rate discovery in digital asset markets.

academic-research arbitrage-pricing cryptocurrency data-science defi derivatives econometrics financial-engineering interest-rates jupyter-notebook mathematical-finance numpy options-pricing pandas python quantitative-finance ransac risk-management robust-statistics yield-curve