frequentist-methods

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

statistics.js is a lightweight library to provide all basic and many advanced utilities commonly used in statistical data analysis. It is free to use, open source and open for contributions.

Hypothesis and statistical testing in Python

A statistical test of pleiotropic effect of a genetic variant on two traits using GWAS summary statistics

A repository for the 'concurve' R package which generates confidence distributions and likelihood functions. Includes documentation on how to do produce similar graphs for Stata.

Collection of Jupyter notebooks demonstrating statistical methods for cosmological data analysis, including Bayesian inference & basic frequentist tools

Summer School: Statistical Methods for Linguistics and Psychology, 2017, University of Potsdam, Germany

Bayesian Inference

a meta-analysis on the effect of intravenous magnesium on myocardial infarction

The Linear Template Fit

General-purpose code to compute Feldman-Cousins confidence intervals

An R package for Sample Size Calculation using RMST

A MCMC Bayesian analysis versus Frequentist Analysis of Animal Crossing: New Horizons game players in-game behavior using a Multinomial Logistic Regression Model to adjust the original paper results.

A repository for the various functions and programs I've made in the area's of: Data Science, Analytics, Machine Learning & Statistics.

Shared models, inverses, gradients and output classes for the curveR immunoassay ecosystem

An R package for sample size determination