robust-statistics

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easystats /parameters

Sponsor

Star477

📊 Computation and processing of models' parameters

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

UpdatedNov 25, 2025
R

IndrajeetPatil /statsExpressions

Star315

Tidy data frames and expressions with statistical summaries 📜

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

UpdatedNov 24, 2025
R

Enigma-li /SketchCNN

Star100

Robust freeform surface modeling from user 2d sketches.

convolutional-neural-networks sketch-based-modeling freeform-surface-modeling robust-statistics direction-field

UpdatedJun 2, 2022
Python

Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Union Public Licence (EUPL). FSDA is a joint project by the University of Parma and the Joint Research Centre of the European Commission.

clustering classification multivariate-analysis correspondence-analysis forward-search mahalanobis-distance m-estimation visualization-tools robust-regression robust-estimation robust-statistics box-cox robust-clustering s-estimation mm-estimation tclust

UpdatedNov 28, 2025
MATLAB

nt-williams /lmtp

Sponsor

Star75

📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮

machine-learning statistics survival-analysis longitudinal-data targeted-learning causal-inference precision-medicine nonparametric-statistics stochastic-interventions censored-data robust-statistics modified-treatment-policy

UpdatedOct 17, 2025
R

google /trimmed_match

Star69

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

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

UpdatedJun 1, 2023
Python

Alcampopiano /hypothesize

Star67

Robust statistics in Python

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

UpdatedJun 8, 2025
Python

neel-dey /robust-nmf

Star66

Python PyTorch (GPU) and NumPy (CPU)-based port of Févotte and Dobigeon's robust-NMF algorithm appearing in "Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization."

pytorch matrix-factorization non-negative-matrix-factorization robust-statistics robust-nmf

UpdatedSep 1, 2019
Python

FilippoBovo /robustats

Star56

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

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

UpdatedMar 20, 2024
C

jbytecode /LinRegOutliers

Star48

Direct and robust methods for outlier detection in linear regression

linear-regression robust-statistics outliers-detection

UpdatedNov 25, 2025
Julia

glevv /obscure_stats

Star43

A small collection of lesser-known statistical measures

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

UpdatedNov 25, 2025
Python

baggepinnen /TotalLeastSquares.jl

Star33

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

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

UpdatedOct 29, 2023
Julia

pzivich /Delicatessen

Star30

Delicatessen: the Python one-stop sandwich (variance) shop 🥪

python statistics sandwich estimating-equations m-estimation robust-statistics estimating-functions m-estimator m-estimators

UpdatedNov 26, 2025
Python

tlverse /causalglm

Star27

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