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Top 9 statistical-inference open source projects

Python Library for learning (Structure and Parameter) and inference (Probabilistic and Causal) in Bayesian Networks.

✭ 1,942

python shell statistics statistical-inference bayesian-networks probabilistic-graphical-models causal-inference structure-learning

Probabilistic Threshold-Free Cluster Enhancement of Neuroimages

✭ 29

r shell Dockerfile statistical-inference neuroimaging fsl tfce cluster-enhancement

Hypothesis and statistical testing in Python

✭ 49

python statistics analysis statistical-inference statistical-tests inferential-statistics hypothesis hypothesis-testing statistics-library frequentist-methods nonparametric-statistics frequentist-statistics nonparametric-tests comparison-tests

Texomer: Integrating Analysis of Cancer Genome and Transcriptome Sequencing Data

✭ 19

r HTML python CSS shell statistical-inference functional-variants tcga-data tumor-heterogeneity

R package for statistical inference using partially observed Markov processes

Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests

✭ 14

r Makefile tmle iptw statistical-inference ensemble-learning causal-inference

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

✭ 28

julia julia-language statistical-inference bayesian-inference bayesian-data-analysis approximate-bayesian-computation probabilistic-inference kissabc

Shapley regressions

Statistical inference on machine learning or general non-parametric models

✭ 37

python machine-learning time-series random-forest artificial-intelligence statistical-inference data-analysis artificial-neural-networks statistical-tests support-vector-machines simulation-modeling non-parametric-inference shapley-decomposition

1-9 of 9 statistical-inference projects