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abcd_acs_raked_propensity

How to calculate raked propensity scores for the ABCD Study cohort

academic-kickstart

Easily create a beautiful website using Academic and Hugo

acoexit

analysis-nda

Collection of scripts to analyze ABCD release data

appliedstats

:bar_chart: Methods of Applied Statistics Course Textbook Repository

covid19-mrp

deap

Data Exploration and Analysis Portal of the ABCD Study

diagnostic-testing

statistical models to analyze diagnostic tests

emrp

code for simulation and applied analyses

example-models

Example models for Stan

ggplot2_workshop

Interactive R workshop where we learn how to use ggplot2 to make high-quality plots.

gwa_tutorial

A comprehensive tutorial about GWAS and PRS

hdmrp

hdp

Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

indicesofnisb

R functions for computing indices of non-ignorable selection bias for non-probability samples.

intro_to_coding

loo

loo R package for approximate leave-one-out cross-validation and WAIC

missing-data-in-ehr

Missing data/longitudinal data analysis/Latent class analysis/Bayesian Methods

missing-data-in-meta-analysis-ipd

mrp

multilevel regression and poststratification

mrp-aapor

Short course on MRP at 2018 AAPOR Conference

mrp-kit

Tools and tutorials for multi-level regression and post-stratification of survey data

mrp-webinar

mtfattrition

ppma

R Code and examples for Proxy Pattern-Mixture Analysis

raking

Codes to reproduce the paper on Bayes-raking

record-linkage-tutorial

A tutorial on record linkage (entity resolution or de-duplication)

rstanarm

rstanarm R package for Bayesian applied regression modeling

shinymrp

stan

Stan