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.

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

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

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

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…

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

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

Heller-Heller-Gorfine multivariate test of association

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