🚫 ↩️ A document that introduces Bayesian data analysis.

Simulate predictive datasets from MrBayes' output

Bayesian Regression Analyses from scratch - NBA data example

TATTER (Two-sAmple TesT EstimatoR) is a tool to perform two-sample hypothesis test.

Instructed by : Prof. Manisha Pal. A repository created with the practical problems on Bayesian computing and some advance computing related to MCMC, Metropolis etc.

Two different classification task solved with bayesian neural networks using PyMC3 as part of my MSc thesis. It was inspired by Thomas Wiecki blog post, thanks for his contribution.

R package to test the multi-species coalescent model using trees estimated with starBEAST2 and to estimate false-positive error rates based on samples from the posterior predictive distributions

Final Assignment for Maastricht University EBS 2072: Introduction to Software in Econometrics

Bayesian Inference on the risk factors for cervical cancer

Bayesian analysis of the bike rental demand

Tools for the Bayesian Discount Prior Function

Various codes centered around problems in Bayesian inference, Bayesian Linear Regression, and Bayesian Non-Linear Parameter Estimation using the application of various Markov Chain Monte Carlo Algorithms

Spring 2021 Machine Learning (CS 181) Homework 3