CRAN/E | baker

baker

"Nested Partially Latent Class Models"

Installation

About

Provides functions to specify, fit and visualize nested partially-latent class models ( Wu, Deloria-Knoll, Hammitt, and Zeger (2016) doi:10.1111/rssc.12101; Wu, Deloria-Knoll, and Zeger (2017) doi:10.1093/biostatistics/kxw037; Wu and Chen (2021) 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.

Citation baker citation info
github.com/zhenkewu/baker
zhenkewu.com/baker/
System requirements JAGS (>= 4.3.2) (http://mcmc-jags.sourceforge.net)
Bug report File report

Key Metrics

Version 1.0.3
R ≥ 4.3.0
Published 2024-01-30 92 days ago
Needs compilation? no
License MIT
License File
CRAN checks baker results
Language en-US

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Maintainer

Maintainer

Zhenke Wu

zhenkewu@gmail.com

Authors

Zhenke Wu

cre / aut / cph

Scott Zeger

aut

John Muschelli

ctb

Irena Chen

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Vignettes for baker: An R package for fitting nested partially latent class models

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrelnot available

x86_64

Old Sources

baker archive

Depends

R ≥ 4.3.0

Imports

rjags ≥ 4-6
R2jags ≥ 0.5
lubridate ≥ 1.3
binom ≥1.1
coda ≥ 0.16
robCompositions ≥ 2.0.3
ggplot2 ≥1.0
ggpubr ≥ 0.4.0
gridExtra ≥ 2.0
reshape2 ≥ 1.4
mgcv ≥ 1.8-6
mvbutils ≥ 2.7.4.1
shinyFiles ≥ 0.6
shinydashboard ≥ 0.5.1
stats
utils
abind

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