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• W4385274314 abstract "Abstract Taylor’s power law (TPL) from empirical ecological theory has had many explanations proposed for its widespread observation in data. We show that the class of reduced-rank vector generalized linear models (RR-VGLMs) for coupling two parameters from a statistical distribution linearly together creates hybrid models that satisfy TPL or very similar. These include the RR-negative binomial, RR-inverse Gaussian and RR-generalized Poisson distributions. Some advantages of RR-VGLMs include the handling of covariates and an implementation exists in the form of the VGAM package. The software is demonstrated to show how these models may be fitted conveniently." @default.
• W4385274314 created "2023-07-27" @default.
• W4385274314 creator A5012500293 @default.
• W4385274314 date "2023-07-26" @default.
• W4385274314 modified "2023-09-26" @default.
• W4385274314 title "Taylor’s power law and reduced-rank vector generalized linear models" @default.
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• W4385274314 doi "https://doi.org/10.1007/s42081-023-00211-4" @default.
• W4385274314 hasPublicationYear "2023" @default.
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