There are 3 repositories under statistical-tests topic.
Statistical package in Python based on Pandas
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Tidy data frames and expressions with statistical summaries đź“ś
Learning kernels to maximize the power of MMD tests
Testing common random-number generators (RNG)
Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.
Ruby gem for some statistical operations without any statistical language dependency
Fast Unit Root Tests and OLS regression in C++ with wrappers for R and Python
Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.
NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.
Hypothesis and statistical testing in Python
Statistical inference on machine learning or general non-parametric models
The Scott-Knott Effect Size Difference (ESD) test
Confound-isolating cross-validation approach to control for a confounding effect in a predictive model.
Parametric and non-parametric statistical tests
Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.
Jupyter notebooks with examples of statistical methods and analyses using R.
[PNAS'18] Recurrent computations for visual pattern completion: Classification of occluded images in humans and recurrent neural networks
A MATLAB package for multivariate permutation testing and effect size measurement
**curve_fit_utils** is a Python module containing useful tools for curve fitting
Significance tests of feature relevance for a black-box learner
Implicit generative models and related stuff based on the MMD, in PyTorch
pg_math extension to support statistical distribution functions for PostgreSQL
For Data Enthusiasts Statistics Cheatsheet 2024
Machine learning library for classification tasks
Python package for Bayesian & Frequentist A/B Testing
This repository is created for storing the components of Statistical Tests of One Pop, Two Pops and Three or more pops using Python.