independence-tests

There are 0 repository under independence-tests topic.

• py-why / causal-learn

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

  causalcausal-discoverycausal-inferencecausalitypythongraphstructuretetradtime-serieshidden-causalconfoundercausal-representation-learningindependence-testsstatistics
  Language:Python 1001

• Mamba413 / Ball

  Statistical Inference and Sure Independence Screening via Ball Statistics

  sure-independence-screeningindependence-testsk-sample-testball-divergenceball-covarianceball-correlationfeature-selection
  Language:C 25

• wittawatj / fsic-test

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

  statistical-testskernel-methodsmachine-learningpythonindependence-tests
  Language:Python 15

• ArnoVel / structure-identification

  Uses several statistical tests / algorithms on marginal / conditional distributions

  statistical-testsindependence-testsslopebivariate-methodsgraphical-modelsneural-networksmmdcausal-inferencecausal-models
  Language:Jupyter Notebook 7

• youjin1207 / netdep

  R package for testing network dependence

  social-networkautocorrelationpeer-effectsindependence-tests
  Language:R 6

• GZHoffie / independence-in-streams

  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.

  probability-theoryindependence-testsstream-processing
  Language:Jupyter Notebook 5

• Cbhihe / visualCity

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

  bias-detectioncluster-analysiscorrespondence-analysisdata-explorationdata-sciencedata-visualizationdimensionality-reductiongeolocation-datagoogle-maps-apiindependence-testsknn-classificationmultiple-correspondence-analysisprincipal-component-analysisrmva
  Language:R 2

• mvidela31 / TSP-IT

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

  independence-testsdata-drivenmutual-informationdistribution-freemutual-information-estimation
  Language:Jupyter Notebook 2

• doerlbh / AGTIC

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

  data-sciencegeometryindependence-testskernel-methodspermutation-testtopology
  Language:MATLAB 1

• felix-laumann / MMD_HSIC_non-stationary

  MMD and HSIC for non-stationary random processes

  two-sampleindependence-testskernel-methodshilbert-spaces
  Language:Jupyter Notebook 1

• jzavatoneveth / hhg-test

  Heller-Heller-Gorfine multivariate test of association

  statisticsindependence-tests
  Language:MATLAB 1

• majianthu / eval

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

  conditional-independence-testcopula-entropyindependence-testsbenchmarkingdistance-correlationkernel-methods
  Language:R 1

• Ohm-Rajpal / FinalProject

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

  chi-square-testgoodness-of-fithomogeneityindependence-testsstatistics
  Language:Java 1

• vaitybharati / P21.-Hypothesis-Testing-Chi2-Test-Athletes-and-Smokers-

  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. Dependence among categorical variables Thus Athlete and Smoking is somewhat/significantly related.

  pythonhypothesis-testingnull-hypothesisalternate-hypothesisnumpyscipystatschi2-contingencycategorical-variablesindependence-testssignificance-testingp-valuechi-square-testchi-square-statistics
  Language:Jupyter Notebook 1

• jeanbaptisteb / ACT

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

  chi-square-testcontingency-tableindependence-testingindependence-testsresidualsstatistics
  Language:Python 0

• kalhorghazal / HealthCare-Dataset-Statistical-Analysis

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

  goodness-of-fitindependence-testslinear-regressionlogistic-regressionmultiple-linear-regressionstatistical-analysisstatistical-inference
  Language:Jupyter Notebook