baker: "Nested Partially Latent Class Models"

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.

Package details

AuthorZhenke Wu [cre, aut, cph] (<>), Scott Zeger [aut] (<>), John Muschelli [ctb] (<>), Irena Chen [ctb] (<>)
MaintainerZhenke Wu <>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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baker documentation built on May 29, 2024, 8:52 a.m.