https://github.com/imperialcollegelondon/covid19model

Code for modelling estimated deaths and cases for COVID19.

bayesian-statistics branching-process covid-19 intervention-study probabilistic-models renewal-process statistical-computing statistical-inference statistical-models

Last synced: 25 Jan 2026

https://github.com/moderndive/ModernDive_book

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

bootstrap-method confidence-intervals data-science data-visualization data-wrangling dplyr ggplot2 hypothesis-testing infer moderndive permutation-test r regression regression-models rstats rstudio statistical-inference tidy tidyverse

Last synced: 15 Mar 2025

https://github.com/scikit-hep/pyhf

pure-Python HistFactory implementation with tensors and autodiff

asymptotic-formulas closember cls frequentist-statistics hep hep-ex high-energy-physics histfactory jax numpy python pytorch scientific-computations scikit-hep scipy statistical-inference statistics tensorflow

Last synced: 15 May 2025

https://github.com/msuzen/looper

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

bayesian-inference causal causal-discovery causal-impact causal-inference causal-machine-learning causal-models causal-networks causality causality-algorithms causality-analysis causation data-science machine-learning meta-learning physics statistical-inference statistical-mechanics statistical-physics statistics

Last synced: 25 Dec 2025

https://github.com/mobiletelesystems/ambrosia

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

ab-testing experiment-design split-testing statistical-inference statistics

Last synced: 05 Apr 2025

https://github.com/milaan9/DataScience_Interview_Questions

My Solutions to 120 commonly asked data science interview questions.

data-analysis data-science interview-preparation interview-questions machine-learning predective-modeling probability product-metrics python-jupyter-notebooks python-tutorial-github python4datascience statistical-inference tutor-milaan9

Last synced: 05 May 2025

https://github.com/milaan9/datascience_interview_questions

My Solutions to 120 commonly asked data science interview questions.

data-analysis data-science interview-preparation interview-questions machine-learning predective-modeling probability product-metrics python-jupyter-notebooks python-tutorial-github python4datascience statistical-inference tutor-milaan9

Last synced: 08 Oct 2025

https://github.com/cmbant/getdist

MCMC sample analysis, kernel densities, plotting, and GUI

contour-plot kernel-density-estimation mcmc plotting-in-python sampling-methods statistical-inference

Last synced: 15 May 2025

https://github.com/scikit-hep/hepstats

Statistics tools and utilities.

hep hep-ex python python3 scikit-hep statistical-inference statistics

Last synced: 12 Apr 2025

https://github.com/aschleg/hypothetical

Hypothesis and statistical testing in Python

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

Last synced: 09 Apr 2025

https://github.com/mooseburger1/springboard-data-science-immersive

convolutional-neural-networks data-science deep-learning deep-neural-networks eda h5 hadoop nlp opencv pyspark python sql statistical-analysis statistical-inference statistical-modeling tensorboard tensorflow time-series-analysis time-series-prediction web-scraping

Last synced: 10 Apr 2025

https://github.com/mrtkp9993/statistical-modeling-examples

Basic statistical modelling examples.

analysis-of-variance anova matplotlib pandas pystan python python3 r-language r-markdown r-programming regression-analysis regression-models seaborn stan statistical-analysis statistical-inference statistical-modeling

Last synced: 07 May 2025

https://github.com/mrtkp9993/Statistical-Modeling-Examples

Basic statistical modelling examples.

analysis-of-variance anova matplotlib pandas pystan python python3 r-language r-markdown r-programming regression-analysis regression-models seaborn stan statistical-analysis statistical-inference statistical-modeling

Last synced: 13 Jul 2025

https://github.com/francescoalemanno/KissABC.jl

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

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

Last synced: 04 May 2025

https://github.com/francescoalemanno/kissabc.jl

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

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

Last synced: 10 Apr 2025

https://github.com/bdwilliamson/vimp

Perform inference on algorithm-agnostic variable importance

machine-learning nonparametric-statistics statistical-inference variable-importance

Last synced: 20 Feb 2026

https://github.com/bdwilliamson/vimpy

Perform inference on algorithm-agnostic variable importance in Python

machine-learning nonparametric-statistics statistical-inference variable-importance

Last synced: 14 Jan 2026

https://github.com/statmlben/dnn-inference

Significance tests of feature relevance for a black-box learner

black-box-testing feature-importance feature-selection hypothesis-testing image-inference significance-testing statistical-inference statistical-tests xai

Last synced: 16 Jan 2026

https://github.com/benkeser/drtmle

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

causal-inference ensemble-learning iptw statistical-inference tmle

Last synced: 16 Aug 2025

https://github.com/tommyod/generalized-additive-models

Generalized Additive Models in Python.

data-science gam glm statistical-inference statistical-models statistics

Last synced: 29 Apr 2025

https://github.com/dylanb95/statespacer

statespacer: State Space Modelling in R

cpp dynamic-linear-model forecasting gaussian-models kalman-filter mathematical-modelling r state-space statistical-inference statistical-models structural-analysis time-series

Last synced: 04 Mar 2026

https://github.com/mayer79/confintr

R package for calculation of standard and bootstrap confidence intervals

bootstrap confidence-intervals r r-package rstats statistical-inference statistics

Last synced: 21 Aug 2025

https://github.com/mauricelanghinrichs/abcdez.jl

Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.

approximate-bayesian-computation bayesian-inference julia likelihood-free marginal-likelihood model-evidence model-selection monte-carlo-methods parameter-estimation posterior-probability statistical-inference

Last synced: 13 Mar 2026

https://github.com/fchamroukhi/samurais

StAtistical Models for the UnsupeRvised segmentAion of tIme-Series

artificial-intelligence change-point-detection data-science dynamic-programming em-algorithm hidden-markov-models hidden-process-regression human-activity-recognition latent-variable-models model-selection multivariate-timeseries newton-raphson piecewise-regression statistical-inference statistical-learning time-series-analysis time-series-clustering

Last synced: 22 Oct 2025

https://github.com/fweber144/shinybrms

An R package providing a GUI ('shiny' app) for the R package 'brms'.

bayes bayesian bayesian-data-analysis bayesian-inference bayesian-statistics brms cmdstanr gui mcmc r r-package rstan shiny shiny-app stan statistical-analysis statistical-inference statistical-models statistics

Last synced: 31 Aug 2025

https://github.com/prash030/atrial_fibrillation_detection_emd

This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal Processing course.

atrial-fibrillation classification ecg electrophysiology empirical-mode-decomposition filter-design lecture-notes lecture-slides powerpoint signal-analysis signal-processing statistical-inference

Last synced: 11 Jul 2025

https://github.com/erikfox/wilson-interval

A comprehensive module used to calculate the high bound, low bound, and center of a Wilson score interval.

confidence confidence-interval population ranking singleton-adjustment sorting statistical-analysis statistical-inference statistics wilson-interval

Last synced: 15 Apr 2025

https://github.com/junyuan-chen/confidencebands.jl

Confidence bands for simultaneous statistical inference

confidence-intervals econometrics julia statistical-inference statistics

Last synced: 13 Apr 2025

https://github.com/kingaa/partiallyobservedmarkovprocesses.jl

pomp in Julia

dynamical-systems julia likelihood markov-model particle-filter state-space statistical-inference time-series

Last synced: 19 Apr 2026

https://github.com/americocunhajr/maxent

MaxEnt is a Matlab toolbox for the calculation of maximum entropy distributions and the corresponding statistical samples from a given set of known information.

maximum-entropy numerical-methods parametric-inference statistical-inference stochastic-modelling uncertainty-quantification

Last synced: 23 Apr 2025

https://github.com/ocramz/bayesian-inference

approximate-bayesian-computation approximate-inference bayesian-inference bayesian-statistics inference machine-learning machine-learning-library statistical-inference statistical-learning

Last synced: 14 Apr 2025

https://github.com/mamba413/cope

Off-Policy Interval Estimation withConfounded Markov Decision Process

causal-inference confidence-intervals off-policy-evaluation reinforcement-learning statistical-inference

Last synced: 10 Apr 2025

https://github.com/spatstat/spatstat.linnet

Sub-package of spatstat containing code for linear networks

density-estimation heat-equation kernel-density-estimation network-analysis point-processes spatial-data-analysis statistical-analysis statistical-inference statistical-models

Last synced: 31 May 2026

https://github.com/memgonzales/pisa-2018-analysis

Jupyter notebook presenting the process of data preparation, research question formulation, data analysis, and data modeling with the goal of extracting insights from the 2018 PISA Dataset

data-cleaning data-modeling data-science data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy oecd-data pandas pisa scipy statistical-inference

Last synced: 13 Jun 2025

https://github.com/stappit/blog

I often post solutions to textbook exercises, including: Bayesian Data Analysis (BDA) by Gelman et al; Causal Inference in Statistics Primer (CISP) by Pearl et al; Purely Functional Data Structures (PFDS) by Okasaki.

bayesian-data-analysis blog data-analysis data-science gelman hakyll haskell pearl purely-functional-data-structures solutions stan static-site statistical-inference statistics

Last synced: 14 Mar 2025

https://github.com/spatstat/spatstat.model

Sub-package of spatstat containing functionality for parametric modelling and inference

analysis-of-variance cluster-process confidence-intervals cox-process determinantal-point-processes gibbs-process influence leverage model-diagnostics neyman-scott parameter-estimation poisson-process spatial-analysis spatial-modelling spatial-point-processes statistical-inference

Last synced: 21 Oct 2025

https://github.com/pavlakrotka/ncc

:package: NCC: Simulation and analysis of platform trials with non-concurrent controls

clinical-trials platform-trials simulation statistical-inference

Last synced: 22 Oct 2025

https://github.com/hendersontrent/quasiglm.jl

Adjust Poisson and Binomial Generalised Linear Models to their quasi equivalents for dispersed data

generalized-linear-models statistical-inference statistical-models statistics

Last synced: 18 Sep 2025

https://github.com/gilesstrong/pytorch_inferno

PyTorch implementation of inference aware neural optimisation (de Castro and Dorigo, 2018 https://www.sciencedirect.com/science/article/pii/S0010465519301948)

inferno likelihood-free-inference neural-networks pytorch statistical-inference

Last synced: 29 Jun 2025

https://github.com/paulnorthrop/chandwich

Chandler-Bate Sandwich Loglikelihood Adjustment

clustered-data clusters composite-likelihood independence-loglikelihood mle robust sandwich statistical-inference

Last synced: 17 Apr 2025

https://github.com/pakillo/stats-intro

Introduction to statistical inference

experimental-design hypothesis-testing model-selection r rstats statistical-inference statistics teaching-materials

Last synced: 16 Oct 2025

https://github.com/amazon-science/ssepy

Python package for stratifying, sampling, and estimating model performance with fewer annotations.

estimation sampling statistical-inference statistics stratified-sampling

Last synced: 28 Feb 2026

https://github.com/thibaudcolas/statistical-inference

A little exploration of R's power for statistical inference

psychology statistical-inference statistics

Last synced: 15 Mar 2025

https://github.com/subconsciouscompute/syscall-ids

Intrusion detection pipeline leveraging statistical syscall sequence modeling techniques

host-based-intrusion-detection-system machine-learning statistical-inference

Last synced: 09 Feb 2026

https://github.com/cbg-ethz/perturbatr

Analysis of high-throughput genetic perturbation screens in R.

biological-data-analysis computational-biology mixed-models r statistical-inference

Last synced: 25 May 2026

https://github.com/rudeboybert/math116

2017-02 Middlebury Intro to Statistical & Data Sciences

data-manipulation data-science data-visualization statistical-inference statistics

Last synced: 18 Jan 2026

https://github.com/elmomoilanen/bootstrap-sampling-distribution

Use bootstrap resampling to estimate the sampling distribution of a statistic

bias-correction confidence-interval python resampling sampling-distribution skew-correction statistical-inference statistics

Last synced: 24 May 2026

https://github.com/farukalpay/information-bottleneck-beta-optimization

This repository hosts a progressive series of implementations (Code_v1, Code_v2, and beyond) for deterministic β*-optimization in the Information Bottleneck framework. Includes symbolic fusion, multi-path inference, and Alpay Algebra–driven critical point validation (β* = 4.14144).

alpay-algebra beta-optimization deep-theory ib-framework information-bottleneck machine-learning-theory mutual-information phase-transition statistical-inference symbolic-algebra

Last synced: 26 Jun 2025

https://github.com/chen0040/pysie

Package provides python implementation of statistical inference engine

anova chi-square-test confidence-interval hypothesis-testing sampling-distribution statistical-inference

Last synced: 15 Aug 2025

https://github.com/nstarman/jas1101_project

Investigating IMBHs in MW GCs.

dynamics globular-clusters imbh milky-way statistical-inference

Last synced: 02 May 2026

https://github.com/mauricelanghinrichs/memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

bayesian-inference biological-data-analysis biological-modeling dynamical-systems gillespie-algorithm markov-model master-equation model-selection nested-sampling parameter-estimation probabilistic-models python statistical-inference stochastic-models stochastic-processes

Last synced: 13 Apr 2025

https://github.com/ganava4/smsets

A collection of simple parameter estimation and significance tests for the comparison of multivariate means and variation, covered in Chapters 4 and 5 of the book Multivariate Statistical Methods. A Primer. 5th edition.

box-m-test covariance-matrices hotelling-t2 hypothesis-testing levene-test multivariate-analysis multivariate-analysis-in-r one-way-manova penrose-distance statistical-estimation statistical-inference two-sample-t-test van-valen-test

Last synced: 19 Feb 2026

https://github.com/s3alfisc/crv3j

Fast CRV3 Jackknife after MacKinnon, Nielsen & Webb (2022)

cluster-robust fixest hypothesis-testing jackknive linear-regression statistical-inference

Last synced: 14 Apr 2025

https://github.com/elkronos/stat_py

Statistics functions for python

assumption-check data-analysis data-visualization python regression statistical-analysis statistical-inference statistical-models statistical-tests statistics

Last synced: 10 Oct 2025

https://github.com/sathyasris27/statistical-analysis-on-rehoming-time-for-different-dog-breeds-in-animal-shelter

The aim of this project is given a collection of records documenting the stray, unwanted, or neglected dogs sent to animal shelters to be rehomed, we analyse their rehoming patterns based on their breeds.

data-analysis r statistical-analysis statistical-inference statistical-models

Last synced: 27 Feb 2025

https://github.com/bcbi/maximumlikelihoodproblems.jl

Formulate likelihood problems and solve them with maximum likelihood estimation (MLE)

likelihood likelihood-functions log-likelihood log-likelihood-functions maximum-likelihood maximum-likelihood-estimation maximum-likelihood-problems statistical-inference statistics

Last synced: 19 Mar 2026

https://github.com/sethuiyer/stat-tests

Repository containing codes for various statistical hypothesis tests written in R.

non-parametric r stat-tests statistical-inference

Last synced: 11 Sep 2025

https://github.com/sarodyatawatta/flagpol

Energy and polarization based interference mitigation

cuda energy mixed-precision polarization radio-frequency-interference radio-interferometry reinforcement-learning statistical-inference

Last synced: 06 May 2026

https://github.com/juaniraggio/probabilidad

estimation estimation-theory micropython statistical-inference statistics stocastic-analysis typst

Last synced: 19 Sep 2025

https://github.com/complexparide/svalnet

Python code to statistically validate networks in bipartite complex systems

bipartite-network comorbidity-network network python statistical-inference

Last synced: 22 May 2026

https://github.com/yrohitha/eda-bio-diversity

Use Descriptive statistics and statistical inference to help ensure the survival of at-risk species

data-visualisation descriptive-statistics statistical-inference storyboarding

Last synced: 13 Mar 2025

https://github.com/mauricelanghinrichs/statsinferencetutorial

Tutorial for Statistical Inference with Julia.

bayesian-inference differential-equations julia performance probabilistic-programming statistical-inference stochastic-simulations

Last synced: 14 Mar 2025

https://github.com/juaniraggio/micropythonms

MicroPython - Adding Math and Statistic functionalities to programable calculators

casio casio-calculators micropython statistical-inference statistics texas-instruments ti84plusce

Last synced: 29 Apr 2026

https://github.com/gabrielmazzotta/hypothesis-testing---supermarket-sales

Project focused on exploring business insights emphasizing statistical tests.

jupyter-notebook pingouin python scipy-stats statistical-inference statsmodels

Last synced: 20 May 2026

https://github.com/akapet00/teaching

Materijali za laboratorijske vježbe za kolegije Mjerenja u bežičnim sustavima FELJ22 (241) i Elektromagnetska kompatibilnost FELO21 (512).

electromagnetic-simulation measurements scientific-computing scientific-visualization statistical-analysis statistical-inference

Last synced: 26 Nov 2025

https://github.com/lucabattiato149/pharmacy-analytics

analytics bootstrap data-visualization duckdb filters-and-effects ggplot2 jupyter-notebook marketing matplotlib neuralnetwork pharma predictive-analytics python statistical-inference

Last synced: 02 May 2026

https://github.com/allenzhuaz/mhthier

Multiple Hypotheses Testing for Hierarchical Data

hierarchical-data statistical-inference statistical-methods

Last synced: 30 Oct 2025

https://github.com/abhinav-codealchemist/statistical-inference-on-accidents-dataset

Statistical Inference on "Accidents" DataSet, hosted on the OpenDataBCN Website.

data-science jupyter-notebook python statistical-inference

Last synced: 13 May 2026

https://github.com/shibasishb2/applied-statistics-project

This project uses Plotting distribution, Visualization and Hypothesis Testing to validate statistical evidence and leverage information to make effective decisions.

data-visualization exploratory-data-analysis hypothesis-testing python statistical-inference

Last synced: 17 May 2026

https://github.com/nicolascampbell97/cobertura-de-salud-censo-2022-power-bi

Dashboards en Power BI sobre la situación de la cobertura de salud en argentina, basado en los resultados del censo 2022

dashboard data-analytics data-science data-visualization dax-functions excel hypothesis-testing power-bi power-query r-studio statistical-inference tidyverse

Last synced: 22 Jun 2025

https://github.com/chen0040/spark-tabular-analytics

Spark statistical inference framework for performing column pair-wise data analytics for large data table

anova chi-square-test confidence-intervals data-analysis hypothesis-testing spark statistical-inference tabular-data

Last synced: 07 Jul 2025

https://github.com/ssoehdata/ml_projects

Projects for exploring various Machine Learning techniques and tools

ab-testing machine-learning machine-learning-algorithms machinelearning ml regression-analysis statistical-analysis statistical-inference statistical-models statistics

Last synced: 17 Feb 2026

https://github.com/ggarciajavier/udacity-dalf-project3-test-perceptual-phenomenom

Work performed for the 3rd project of Udacity Data Analyst Nanodegree: statistical testing of a perceptual phenomenom (Stroop task).

data-analysis python statistical-inference udacity-data-analyst-nanodegree

Last synced: 18 May 2026

https://github.com/sciviews/inferit

Inference Tools for SciViews::R

r r-package sciviews statistical-inference statistical-tests

Last synced: 12 Jun 2025

https://github.com/netcodez/mobile-games-a-b-testing

Mobile Games A/B Testing Analysis

abtesting hypothesis-testing mobilegame statistical-analysis statistical-inference statistical-tests

Last synced: 12 Oct 2025

https://github.com/carpentries-incubator/hermes_stat_inf_data_vis

Statistical inference and data visualization for the humanities

carpentries-incubator data-visualization english lesson pre-alpha statistical-inference storytelling

Last synced: 16 Feb 2026

https://github.com/mrtkp9993/yanl

Yet Another Numeric Library

numerical-algorithms numerical-analysis optimization optimization-algorithms probability-distribution random-number-generators statistical-inference stochastic-differential-equations stochastic-processes

Last synced: 25 Oct 2025

https://github.com/queelius/flexhaz

Flexible hazard rate distributions for survival analysis and reliability engineering in R

automatic-differentiation censored-data failure-rate hazard-function likelihood-functions mle r-package reliability statistical-inference survival-analysis

Last synced: 03 Apr 2026

https://github.com/rohithay/eda-bio-diversity

Use Descriptive statistics and statistical inference to help ensure the survival of at-risk species

data-visualisation descriptive-statistics statistical-inference storyboarding

Last synced: 27 Apr 2026

https://github.com/petzi53/swr-harris

Personal notes during reading Statistics with R by Jenine K. Harris, 1st ed. (2019)

data-wrangling educational-project educational-resources r statistical-inference statistical-tests statistics statistics-course text-book

Last synced: 01 May 2026

https://github.com/cyberoctane29/district-literacy-analysis

This project analyzes district literacy rates using descriptive statistics, probability distributions, confidence intervals, and hypothesis testing. It explores data patterns, detects outliers with z-scores, and conducts point estimation. The analysis is performed using Python with NumPy, Pandas, SciPy Stats, Statsmodels, and Matplotlib.

confidence-interval data-analytics eda python statistical-analysis statistical-inference zscore

Last synced: 04 May 2026

https://github.com/angelobattaglia/r_statistical_inference

Statistical Inference implemented in R

r statistical-analysis statistical-inference statistics

Last synced: 05 May 2026

https://github.com/jialuechen/libmop

C++ Model Hyper-parameter Optimization library

bayesian blackbox-optimization hyperparameter-optimization kernel statistical-inference

Last synced: 27 Jul 2025