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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

bkmr2

Bayesian Kernel Machine Regression via stan

brms

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

bymscale

Function for scaling besag york and mollie model

ciwg_tutorial

Causal Inference Working Group's Practical Introduction to Bayesian Causal Inference Case Study

complexsurveys

datasharing

The Leek group guide to data sharing

dplyr

dplyr: A grammar of data manipulation

fhmm

Finite Hierarchical mixture Models for comparison to Nested Dirichlet Process

fundamentals-of-computing

Repo to store my work for the coursera fundamentals of computing specialization

mafia

Code for Mafia simulation

mastering-shiny

Mastering Shiny: a book

ndpcompare

Reproduces tables and graph for comparing Nested Dirichlet Process to finite mixture model competitor

pgh_pct_prototype

Prototyping ideas for PGH Propensity to Cycle Tool

phillycrime

Repository for reproducible analysis of BYM-STAP analysis of Philly Crime

ptpt

PTPT

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

shinypowervis

Github repository for BSA shiny tutorial

stapdpsimulations

Code used for running simulations in "Heterogeneous Effects in the Built Environment" Peterson et al. 2021

stapsimulations

Package to reproduce simulations for STAP manuscript

tflow

An opinionated lightweight template for smooth targets flows.

tidycensus

Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R

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.

website