aschein
Assistant Professor in Statistics & Data Science Institute at The University of Chicago
The University of ChicagoChicago, IL
Pinned Repositories
beta_tucker
Beta Tucker decomposition
bptd
Bayesian Poisson Tucker decomposition
bptf
Bayesian Poisson tensor factorization
outvote
Data and code for replicating analysis of Outvote's 2018 randomized study
pgds
Poisson-Gamma dynamical systems
prgds
Poisson-Randomized Gamma Dynamical Systems
prgpmf
Poisson-randomized gamma Poisson matrix factorization
stat_348_2023
Modern Methods of Applied Statistics (Spring 2023) STAT 34800
stat_348_2024
Modern Methods of Applied Statistics (Spring 2024) STAT 34800
stat_451
Topics in Advanced Bayesian Methodology
aschein's Repositories
aschein/bptf
Bayesian Poisson tensor factorization
aschein/bptd
Bayesian Poisson Tucker decomposition
aschein/pgds
Poisson-Gamma dynamical systems
aschein/stat_348_2024
Modern Methods of Applied Statistics (Spring 2024) STAT 34800
aschein/stat_348_2023
Modern Methods of Applied Statistics (Spring 2023) STAT 34800
aschein/prgds
Poisson-Randomized Gamma Dynamical Systems
aschein/stat_451
Topics in Advanced Bayesian Methodology
aschein/outvote
Data and code for replicating analysis of Outvote's 2018 randomized study
aschein/prgpmf
Poisson-randomized gamma Poisson matrix factorization
aschein/beta_tucker
Beta Tucker decomposition
aschein/dncb-mf
Doubly Non-Central Beta Matrix Factorization
aschein/fatwalrus
Code for laying out on rock all day with the homies.
aschein/games_on_graphs
Simple simulations of evolutionary games on graphs.
aschein/tensor_analysis
aschein/aschein
aschein/changepoint-detection
aschein/COVID19-synthetic-control-analysis
aschein/dpmm
Dirichlet process mixture models
aschein/geweke
Inheritable interface for making generative models Geweke testable.
aschein/Github_tutorial
aschein/LDA
Latent Dirichlet Allocation
aschein/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"
aschein/old_aschein.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
aschein/poisson_mf_julia
Poisson matrix factorization with Gibbs sampling in Julia
aschein/PTF_GDELT
Samples results for Poisson tensor factorization on GDELT international relations data. Components correspond to polyadic events.
aschein/pykalman
Kalman Filter, Smoother, and EM Algorithm for Python
aschein/starter-academic
aschein/stats305c
STATS305C: Applied Statistics III (Spring, 2022)