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multiMarker (version 1.0.1)

Latent Variable Model to Infer Food Intake from Multiple Biomarkers

Description

A latent variable model based on factor analytic and mixture of experts models, designed to infer food intake from multiple biomarkers data. The model is framed within a Bayesian hierarchical framework, which provides flexibility to adapt to different biomarker distributions and facilitates inference on food intake from biomarker data alone, along with the associated uncertainty. Details are in D'Angelo, et al. (2020) .

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Version

Install

install.packages('multiMarker')

Monthly Downloads

188

Version

1.0.1

License

GPL (>= 2)

Maintainer

Silvia D'Angelo

Last Published

December 11th, 2020

Functions in multiMarker (1.0.1)

multiMarker

A latent variable model to infer food intake from multiple biomarkers.
internal_functions

Internal multiMarker functions
predict.multiMarker

A latent variable model to infer food intake from multiple biomarker data alone.