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Projects in Awesome Lists tagged with robust-statistics

A curated list of projects in awesome lists tagged with robust-statistics .

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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: 20 Oct 2024

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: 30 Oct 2024

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: 05 Aug 2024

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: 02 Aug 2024

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: 11 Oct 2024

https://github.com/jbytecode/linregoutliers

Direct and robust methods for outlier detection in linear regression

linear-regression outliers-detection robust-statistics

Last synced: 14 Oct 2024

https://github.com/glevv/obscure_stats

A small collection of lesser-known statistical measures

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

Last synced: 31 Oct 2024

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: 12 Oct 2024

https://github.com/microprediction/embarrassingly

robust optimization

optimization optimization-algorithms robust-optimization robust-statistics

Last synced: 30 Oct 2024

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: 27 Oct 2024

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: 13 Oct 2024

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

Implement some Robust Mean Estimators

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

Last synced: 11 Oct 2024

https://github.com/mothnik/robust_fourier

Noise- and Outlier-Robust Fourier Transform with Hermite Functions with NumPy and Numba

chebyshev-polynomials fourier-transform hermite-functions hermite-polynomials least-square-regression logsumexp numba numpy python robust-statistics

Last synced: 11 Oct 2024

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 Oct 2024