Stars
Truncated Multivariate Beta Distribution on Unit Hypercube
Code and data for paper in Statistical Science "Bayesian dependent mixtures: a predictive comparison and survey"
🌎 An R package for spatial and spatiotemporal GLMMs with TMB
A (concise) curated list of awesome Causal Inference resources.
A topic-centric list of HQ open datasets.
Estimated Marginal Means and Marginal Effects from Regression Models for ggplot2
nhanesA: R package for browsing and retrieving NHANES data
Mixed-effects models in R using S4 classes and methods with RcppEigen
An Implementation of the Bridge Distribution with Logit-Link as in Wang and Louis (2003)
some scripts for the couplings enthusiasts!
A collection of Beamer themes from the community
Slides from the Bayesian Nonparametric Networking Workshop at Monash University, Dec 4-7 2023
Executing R scripts non-interactively
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Python code for "Probabilistic Machine learning" book by Kevin Murphy
A curated list of fellowships for graduate students in Computer Science and related fields.
Reproducible code for Soft Partitioned Gaussian Processes
Fast computation of some matrices useful in statistics
The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic model…
Interactive Markov-chain Monte Carlo Javascript demos
Bayesian inference for standard tobit model: i.i.d. sampler from exact SUN posterior & approximate inference
Computing the prior number of clusters for Gibbs-type priors.
MATLAB toolbox BNFA for Bayesian Nonnegative Factor Analysis and Bayesian Multivariate Receptor Modeling