aschein

bptf

Bayesian Poisson tensor factorization

bptd

Bayesian Poisson Tucker decomposition

pgds

Poisson-Gamma dynamical systems

stat_348_2024

Modern Methods of Applied Statistics (Spring 2024) STAT 34800

stat_348_2023

Modern Methods of Applied Statistics (Spring 2023) STAT 34800

prgds

Poisson-Randomized Gamma Dynamical Systems

stat_451

Topics in Advanced Bayesian Methodology

outvote

Data and code for replicating analysis of Outvote's 2018 randomized study

prgpmf

Poisson-randomized gamma Poisson matrix factorization

beta_tucker

Beta Tucker decomposition

dncb-mf

Doubly Non-Central Beta Matrix Factorization

fatwalrus

Code for laying out on rock all day with the homies.

games_on_graphs

Simple simulations of evolutionary games on graphs.

tensor_analysis

aschein

changepoint-detection

COVID19-synthetic-control-analysis

dpmm

Dirichlet process mixture models

geweke

Inheritable interface for making generative models Geweke testable.

Github_tutorial

LDA

Latent Dirichlet Allocation

OConnor_IREvents_ACL2013

Replication software, data, and supplementary materials for the paper: O'Connor, Stewart and Smith, ACL-2013, "Learning to Extract International Relations from Political Context"

old_aschein.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

poisson_mf_julia

Poisson matrix factorization with Gibbs sampling in Julia

PTF_GDELT

Samples results for Poisson tensor factorization on GDELT international relations data. Components correspond to polyadic events.

pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

starter-academic

stats305c

STATS305C: Applied Statistics III (Spring, 2022)