yao-yl

Evaluating-Variational-Inference

Evaluating variational inference using Pareto-smoothed importance sampling and simulation-based calibration

hierarchical-stacking-code

code and demo for hierarchical stacking paper

path-tempering

continuous tempering by path sampling

Multimodal-stacking-code

replication code and data for the paper "The Curse and Blessing of Multimodal Posteriors: Inference From Non-Mixing Parallel Computations"

model_stacking

As-measurement-code

Replication data and code for the manuscript: Making the most of imprecise measurements: Changing patterns of arsenic concentrations in shallow wells of Bangladesh from laboratory and field data.

DiscCalibration

Discriminative Calibration

mortalityPaper

Comparison of 2019 and 2020 mortality in rural Bangladesh in relation to COVID-19

fixing_approximations_case_study

parisPb

Fallout of Lead over Paris from the 2019 Notre-Dame Cathedral Fire

posterior_database

Posterior database for approximate inference evaluation

stackdata

stan

Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

stan-model-server

lightweight server interface to Stan model methods

us-potus-model

Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.