rgiordan

zaminfluence

Tools in R for computing and using Z-estimator approximate influence functions.

StanSensitivity

Tools for automatically generating local sensitivity measures in Stan.

vittles

"Variational inference tools to leverage estimator sensitivity."

paragami

"Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.

CovariancesRobustnessVBPaper

AISTATS2019SwissArmyIJ

A public repository for our paper, A Swiss Army Infinitesimal Jackknife

LinearResponseVariationalBayes.py

DADVIPaper

Code to reproduce our DADVI paper

LRVBUtils

Utilities for doing linear response variational Bayes in R

MicrocreditLRVB

AMIPPaper

BIGR

BNPStickBreakingSensitivity

This repo reproduces the results in our paper "Evaluating Sensitivity to the Stick-Breaking Prior in Bayesian Nonparametrics"

BSplinesProjectedGPs

DESeq2

Differential gene expression analysis based on the negative binomial distribution

EmpiricalBayes

glmGamPoi

Fit Gamma-Poisson Generalized Linear Models Reliably

LRVBLogitGLMM

mrpaw

Mister P approximate weights

MRPCaseStudy

An introduction to Multilevel Modeling and Poststratification (MRP) and some of its extensions.

mtgp_panel

Optim.jl

Optimization functions for Julia

Presentations

PumpFailureLRVB

stan-survival-shrinkage

Bayesian linear survival analysis with shrinkage priors in Stan

stat151a-spring-2024

stat151a-spring-2024-myst

us-potus-model

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

Variational_BNP_robustness

yosemite