statistical-tests

There are 3 repositories under statistical-tests topic.

raphaelvallat / pingouin
Statistical package in Python based on Pandas
pandas statistics anova effect-size multiple-comparisons cohens-d bayesian-statistics ttest correlations circular-statistics statistical-tests statistical-methods
Language:Python 1535
unpingco / Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
jupyter-notebook python machine-learning book books probability probability-theory statistics statistics-course statistical-analysis statistical-learning statistical-tests
Language:Jupyter Notebook 666
popmon
ing-bank / popmon
Monitor the stability of a Pandas or Spark dataframe ⚙︎
population-monitoring monitoring data-science python data-distributions statistics data-profiling statistical-tests statistical-process-control pandas spark data-analysis jupyter ipython ing-bank mlops hacktoberfest dataset-shifts covariate-shift drift-detection
Language:Python 487
statsExpressions
IndrajeetPatil / statsExpressions
Tidy data frames and expressions with statistical summaries 📜
statistical-tests statistical-details meta-analysis contingency-table robust correlation parametric bayesian-inference bayesian-statistics robust-statistics effectsize tidy
Language:R 307
djsutherland / opt-mmd
Learning kernels to maximize the power of MMD tests
machine-learning hypothesis-testing generative-adversarial-network maximum-mean-discrepancy shogun theano tensorflow python kernel-methods statistical-tests
Language:Python 205
spatstat / spatstat
Umbrella package of the 'spatstat' family................
r spatial-analysis spatial-data spatstat spatial-data-analysis statistics statistical-methods statistical-tests statistical-models kernel-density point-process spatial-statistics poisson-process gibbs-process cox-point-process cluster-process network-analysis
Language:R 183
lemire / testingRNG
Testing common random-number generators (RNG)
rng pcg xorshift-generator statistical-tests benchmark seed random-number-generators
Language:C++ 166
dcwuser / metanumerics
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.
math-library matrix statistics numerics numerical-optimization numerical-integration numerical-analysis statistical-analysis statistical-tests matrix-factorization matrix-multiplication matrix-library special-functions math scientific-computing data-analysis dotnet csharp-library matrix-algebra optimization
Language:C# 97
estebanz01 / ruby-statistics
Ruby gem for some statistical operations without any statistical language dependency
statistics ruby-gem math statistical-distributions rubygems ruby-statistics stats statistical-tests
Language:Ruby 90
olmallet81 / URT
Fast Unit Root Tests and OLS regression in C++ with wrappers for R and Python
linear-algebra-library urt ols-regression cpp11 armadillo blaze eigen rcpp rcpparmadillo cython-wrapper statistical-tests algorithmic-trading mkl blas openblas openmp
Language:C++ 87
arcetri / sts
Improved version of the NIST Statistical Test Suite (STS)
sts nist fftw statistical-tests prng random-number-generators cryptography scientific-computing
Language:C 82
eigenfoo / tests-as-linear
Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.
statistical-tests linear-models statsmodels scipy python
Language:HTML 82
wittawatj / kernel-gof
NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.
machine-learning kernel-methods goodness-of-fit statistical-tests python
Language:Python 65
wittawatj / interpretable-test
NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.
python statistical-tests kernel-methods machine-learning
Language:OpenEdge ABL 61
aschleg / hypothetical
Hypothesis and statistical testing in Python
hypothesis python statistics analysis comparison-tests statistical-tests statistics-library statistical-inference inferential-statistics nonparametric-statistics nonparametric-tests frequentist-statistics frequentist-methods hypothesis-testing
Language:Python 59
exploripy / exploripy
Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.
anova exploratory-analysis exploratory-data-analysis exploratory-data-visualizations statistical-tests
Language:Python 50
bank-of-england / Shapley_regressions
Statistical inference on machine learning or general non-parametric models
machine-learning artificial-intelligence artificial-neural-networks statistical-inference statistical-tests non-parametric-inference time-series shapley-decomposition data-analysis simulation-modeling support-vector-machines random-forest
Language:Python 39
klainfo / ScottKnottESD
The Scott-Knott Effect Size Difference (ESD) test
cran defect-prediction-models scott-knott statistical-tests effect-size ranking-algorithm multiple-comparisons
Language:R 38
darya-chyzhyk / confound_prediction
Confound-isolating cross-validation approach to control for a confounding effect in a predictive model.
confounding machine-learning deconfounding prediction neuroscience cross-validation confound subsampling biomarkers statistical-tests
Language:Python 36
inferr
rsquaredacademy / inferr
Parametric and non-parametric statistical tests
inferential-statistics statistical-tests rstats parametric non-parametric inference
Language:R 34
citiususc / stac
Statistical Tests for Algorithms Comparison (STAC) is a new platform for statistical analysis to verify the results obtained from computational intelligence algorithms.
statistical-tests python-library web-service docker
Language:JavaScript 31
TatevKaren / econometric-algorithms
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.
econometrics stata hausman-test ols-regression event-study statistical-tests fixed-effect-model random-effects-model heckman-2-step test-statistics ols time-series-analysis endogeneity python r
Language:Stata 30
JamesMarquezDev / Jupyter-Notebooks-Statistic-Walk-Throughs-Using-R
Jupyter notebooks with examples of statistical methods and analyses using R.
statistical-methods statistical-learning statistical-analysis statistical-tests statistical-models jupyter-notebook r-programming
Language:Jupyter Notebook 20
kreimanlab / occlusion-classification
[PNAS'18] Recurrent computations for visual pattern completion: Classification of occluded images in humans and recurrent neural networks
psychophysics deep-learning convolutional-neural-networks matlab statistical-tests python recurrent-neural-networks
Language:MATLAB 18
djsutherland / igms
Implicit generative models and related stuff based on the MMD, in PyTorch
maximum-mean-discrepancy pytorch generative-models hypothesis-testing machine-learning python kernel-methods statistical-tests
Language:Jupyter Notebook 15
statmlben / dnn-inference
[TNNLS 2022] Significance tests of feature relevance for a black-box learner
black-box-testing hypothesis-testing significance-testing xai feature-importance feature-selection image-inference statistical-inference statistical-tests
Language:Python 15
wittawatj / fsic-test
ICML 2017. Kernel-based adaptive linear-time independence test.
statistical-tests kernel-methods machine-learning python independence-tests
Language:Python 15
blep / TestU01
Unofficial mirror of TestU01, a test suite for random number generator (C library) for the empirical statistical testing of uniform random number generators
random-number-generators random rng testing-tools statistical-tests
Language:C 14
chanukyasds / pg_math
pg_math extension to support statistical distribution functions for PostgreSQL
c distribution-function gsl-library postgresql postgresql-database postgresql-extension statistics probability-distributions probability-statistics plpgsql sql probability statistical-models statistical-tests critical-values math fdist tdist bionomial-distribution gaussian-distribution
Language:C 14
ndrearu / curve_fit_utils
**curve_fit_utils** is a Python module containing useful tools for curve fitting
data-science data-analysis statistical-analysis statistics regression fitting curve-fitting least-squares least-square-regression non-linear-regression chisquare confidence-intervals bootstrap-resampling jackknife bootstrap-method statistical-tests prediction-intervals prediction-band confidence-band
Language:Python 14
rafa-rod / vartests
Statistical tests for Value at Risk (VaR) Models.
value-at-risk finance backtest backtesting statistical-tests kupiec-test duration-test christoffersen-pelletier christoffersen berkowitz
Language:Python 13
mickcrosse / PERMUTOOLS
A MATLAB package for multivariate permutation testing and effect size measurement
bootstrapping-statistics matlab-toolbox permutation-test resampling-methods statistical-inference statistical-tests statistics effect-size frequentist-statistics hypothesis-testing inferential-statistics nonparametric-statistics confidence-interval
Language:MATLAB 12
Abhishekmamidi123 / Regression-Analysis
Linear Regression Analysis on Wine data - Pre-processing data, Exploratory Data Analysis, Building a model, Check assumptions, Goodness of fit and Compare with different methods.
regression regression-analysis wine-quality python visualization statistical-tests statistical-inference panda sklearn plotly
11
AdiVarma27 / pyAB
Python package for Bayesian & Frequentist A/B Testing
ab-testing bayesian-statistics frequentist-statistics hypothesis-testing statistical-methods data-science marketing statistical-tests
Language:Python 11
StarlangSoftware / Classification-Py
Machine learning library for classification tasks
decision-tree-classifier dataset-manager autoencoder-classification bagging-trees decision-stumps multilayer-perceptron-network deep-neural-networks rocchio-algorithm classification-algorithm linear-discriminant-analysis multilayer-perceptron naive-bayes-classifier quadratic-discriminant-analysis random-forest-classifier feature-selection subset-selection pca statistical-tests
Language:Python 11
nikitaprasad21 / Statistics-Cheatcode
For Data Enthusiasts Statistics Cheatsheet 2024
statistical-analysis statistical-inference statistical-models statistical-tests statistics
Language:Jupyter Notebook 10