RStudio Markdowns about R, Math, Stats, and ML

Slides and code for the Stable Isotope Mixing Models course given by Andrew Parnell and Andrew Jackson

Underlying code for the online stats training website.

A 4 day course on Time Series Data Analysis using R

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

Translate the Python code in Think Bayes by Allen B. Downey into an R package

Process of modeling the expected effects of priming tomato plants

Exercises from the Bayesian Cognitive Modeling book by Lee and Wagenmakers implemented in R and Stan.

Einführung in die Inferenzstatistik mit der Bayes-Methode

Lehrmaterial zur Einführung in die Bayes-Statistik

Stan Model use for Rate $\theta$ for a Binary Process

Compare the result of Bayesian neural network on original data and on PCA data

Analyse des Wahlerfolgs der AfD bei der BTW 21 als methodisches Tutorial

Prior sensitivity analysis for Bayesian MCMC models

The bookdown version lives here: https://bookdown.org/connect/#/apps/1850/access

Data Analysis with Research Questions

Raw R code for simulations using South Australia Health Guidelines for vancomycin dosing. Post-graduate work for Dr. Stephanie Reuter-Lange at University of South Australia.

Tutorial on model assessment, model selection and inference after model selection

repo for unified FDR paper

Spam Filter Based on Naive Bayesian Classifier