mvtweedie: Estimate Diet Proportions Using Multivariate Tweedie Model

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Authors: James T. Thorson
Cited by: 0
References: 2

Abstract

Defines predict function that transforms output from a Tweedie Generalized Linear Mixed Model (using 'glmmTMB'), Generalized Additive Model (using 'mgcv'), or spatio-temporal Generalized Linear Mixed Model (using package 'tinyVAST'), and returns predicted proportions (and standard errors) across a grouping variable from an equivalent multivariate-logit Tweedie model. These predicted proportions can then be used for standard plotting and diagnostics. See Thorson et al. 2022 .

Publication details

Publication date
7 January 2026
Document type
Dataset