zhenkewu/baker: Nested Partially Latent Class Models

Provides functions to specify, fit and visualize nested partially-latent class models (Wu et al., 2016, 'JRSS-C' <doi:10.1111/rssc.12101>; Wu et al., 2017, 'Biostatistics' <doi:10.1093/biostatistics/kxw037>; Wu and Chen, 2021, Statistics in Medicine <doi:10.1002/sim.8804>) for inference of population disease etiology and individual diagnosis. In the motivating Pneumonia Etiology Research for Child Health (PERCH) study, because both quantities of interest sum to one hundred percent, the PERCH scientists frequently refer to them as "population etiology pie" and "individual etiology pie", hence the name of the package.

Getting started

Package details

LicenseMIT + file LICENSE
URL https://github.com/zhenkewu/baker
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
zhenkewu/baker documentation built on March 17, 2022, 9:54 p.m.