Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

Statistical Inference and Sure Independence Screening via Ball Statistics

ICML 2017. Kernel-based adaptive linear-time independence test.

Uses several statistical tests / algorithms on marginal / conditional distributions

R package for testing network dependence

This repository contains code for identifying correlation in a stream of samples. The sketching of sketches algorithm and the counter matrix algorithm are implemented and benchmarked.

Multivariate analysis and statistical modeling (with dimensional reduction) of NYC urban life pathologies

An Independence Test based on Data-Driven Tree-Structured Representations.

Code for the Paper "Evaluating Independence and Conditional Independence Measures"

Heller-Heller-Gorfine multivariate test of association

Stats HW chat bot that solves chi-square problems involving goodness of fit, homogeneity, or independence

Code for our paper: "Adaptive Geo-Topological Independence Criterion".

Hypothesis-Testing-Chi2-Test-Athletes-and-Smokers. Assume Null Hypothesis as Ho: Independence of categorical variables (Athlete and Smoking not related). Thus Alternate Hypothesis as Ha: Dependence of categorical variables (Athlete and Smoking is somewhat/significantly related). As (p_value = 0.00038) < (α = 0.05); Reject Null Hypothesis i.e. De…

MMD and HSIC for non-stationary random processes

📉HealthCare Dataset Statistical Analysis, Statistical Inference course, University of Tehran

analysis of contingency tables and their residuals, with a bootstrap correction for multiple testing