statistical-inference

moderndive/ModernDive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

scikit-hep/pyhf

pure-Python HistFactory implementation with tensors and autodiff

msuzen/looper

A resource list for causality in statistics, data science and physics

aangelopoulos/ppi_py

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

MobileTeleSystems/Ambrosia

Ambrosia is a Python library for A/B tests design, split and result measurement

milaan9/DataScience_Interview_Questions

My Solutions to 120 commonly asked data science interview questions.

afni/afni

Official AFNI source and documentation

cmbant/getdist

MCMC sample analysis, kernel densities, plotting, and GUI

kingaa/pomp

R package for statistical inference using partially observed Markov processes

scikit-hep/hepstats

HEP statistics tools and utilities.

mikenguyen13/data_analysis

Streamline a data analysis process

aschleg/hypothetical

Hypothesis and statistical testing in Python

Mooseburger1/Springboard-Data-Science-Immersive

moshafieeha/UT-ECE-Student-Resources

A curated list of valuable resources from our studies at the University of Tehran (UT), School of Electrical and Computer Engineering (ECE)

bank-of-england/Shapley_regressions

Statistical inference on machine learning or general non-parametric models

suneelpatel/Statistics-for-Data-Science-using-Python

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. Learn statistical concepts that are very important to Data science domain and its application using Python. Learn about Numpy, Pandas Data Frame.

mrtkp9993/Statistical-Modeling-Examples

Basic statistical modelling examples.

spisakt/pTFCE

Probabilistic Threshold-Free Cluster Enhancement of Neuroimages

corradomonti/learnable-opinion-dynamics

Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"

SRSWTI/axis

AI eXplainable Inference & Search. Open Sourcing on-premise, ultra-fast latency intelligence to all.

francescoalemanno/KissABC.jl

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

cimentaur/polyquant

Matlab toolbox for polyenergetic quantitative (polyquant) X-ray CT reconstruction with demos.

benthecoder/JohnHopkinsDataScience

My Code Repository for Coursera Data Science Specialization by John Hopkins University

bdwilliamson/vimp

Perform inference on algorithm-agnostic variable importance

mickcrosse/PERMUTOOLS

A MATLAB package for multivariate permutation testing and effect size measurement

ankitbit/Advanced_Statistical_Inference

This repository has scripts and other files that are part of the lecture notes and assignments of the course "Advanced Statistical Inference" taught at FME, UPC Barcelonatech.

nikitaprasad21/Statistics-Cheatcode

For Data Enthusiasts Statistics Cheatsheet 2024

bdwilliamson/vimpy

Perform inference on algorithm-agnostic variable importance in Python

KChen-lab/Texomer

Texomer: Integrating Analysis of Cancer Genome and Transcriptome Sequencing Data

benkeser/drtmle

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

statmlben/dnn-inference

Significance tests of feature relevance for a black-box learner

tommyod/generalized-additive-models

Generalized Additive Models in Python.

wiedenhoeft/HaMMLET

Fast Bayesian Hidden Markov Model with Wavelet Compression

gmgeorg/pypsps

Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras

mayer79/confintr

R package for calculation of standard and bootstrap confidence intervals