Pinned Repositories
balancedteams
Repo for balancedteams R package.
balancedteamsapp
Repo for developing app implementing a UI for the balancedteams package methods.
bendr
Nested Dirichlet Process Mixture Models to characterize Built Environment Data
bentobox
The bentobox R package provides a complete toolbox of data structures and modeling strategies for working with and analyzing built environment data.
Bioinformatics
Mafia
Code for Mafia simulation
rbenvo
rbenvo is a package of class (benvo) and methods for built environment data structures. They are designed to ease the use of working with these nonstandard data structures and improve interoperability with other R packages developing methods in this same space.
rsstap
Spline implementation of Spatial Temporal Aggregated Predictors(STAP). Enables the identification and estimation of BEF network effects with both cross-sectional and longitudinal data.
rstapDP
Functional Spatial Temporal Aggregated Dirichlet Process Predictors
xstreetvalidated
Github repo for the xstreetvalidated blog
apeterson91's Repositories
apeterson91/Mafia
Code for Mafia simulation
apeterson91/bendr
Nested Dirichlet Process Mixture Models to characterize Built Environment Data
apeterson91/bentobox
The bentobox R package provides a complete toolbox of data structures and modeling strategies for working with and analyzing built environment data.
apeterson91/Bioinformatics
apeterson91/rbenvo
rbenvo is a package of class (benvo) and methods for built environment data structures. They are designed to ease the use of working with these nonstandard data structures and improve interoperability with other R packages developing methods in this same space.
apeterson91/rsstap
Spline implementation of Spatial Temporal Aggregated Predictors(STAP). Enables the identification and estimation of BEF network effects with both cross-sectional and longitudinal data.
apeterson91/balancedteams
Repo for balancedteams R package.
apeterson91/balancedteamsapp
Repo for developing app implementing a UI for the balancedteams package methods.
apeterson91/rstapDP
Functional Spatial Temporal Aggregated Dirichlet Process Predictors
apeterson91/xstreetvalidated
Github repo for the xstreetvalidated blog
apeterson91/bkmr2
Bayesian Kernel Machine Regression via stan
apeterson91/brms
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
apeterson91/BYMScale
Function for scaling besag york and mollie model
apeterson91/CIWG_Tutorial
Causal Inference Working Group's Practical Introduction to Bayesian Causal Inference Case Study
apeterson91/ComplexSurveys
apeterson91/dplyr
dplyr: A grammar of data manipulation
apeterson91/fhmm
Finite Hierarchical mixture Models for comparison to Nested Dirichlet Process
apeterson91/fundamentals-of-computing
Repo to store my work for the coursera fundamentals of computing specialization
apeterson91/mastering-shiny
Mastering Shiny: a book
apeterson91/NDPcompare
Reproduces tables and graph for comparing Nested Dirichlet Process to finite mixture model competitor
apeterson91/PGH_PCT_Prototype
Prototyping ideas for PGH Propensity to Cycle Tool
apeterson91/PhillyCrime
Repository for reproducible analysis of BYM-STAP analysis of Philly Crime
apeterson91/PTPT
PTPT
apeterson91/shinypowervis
Github repository for BSA shiny tutorial
apeterson91/STAPDPSimulations
Code used for running simulations in "Heterogeneous Effects in the Built Environment" Peterson et al. 2021
apeterson91/STAPSimulations
Package to reproduce simulations for STAP manuscript
apeterson91/tflow
An opinionated lightweight template for smooth targets flows.
apeterson91/tidycensus
Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R
apeterson91/umich-eecs545-lectures
This repository contains the lecture materials for EECS 545, a graduate course in Machine Learning, at the University of Michigan, Ann Arbor.
apeterson91/website