Flexible models for hierarchical and overdispersed data in agriculture

Flexible models for hierarchical and overdispersed data in agriculture

In this work we explored and proposed flexible models to analyze hierarchical and overdispersed data in agriculture. A semi-parametric generalized linear mixed model was applied and compared with the main standard models to assess count data and, a combined model that take into account overdispersio...

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Bibliographic Details
Main Author: Sercundes, Ricardo Klein
Other Authors: Demetrio, Clarice Garcia Borges
Format: Others
Language:en
Published: Biblioteca Digitais de Teses e Dissertações da USP 2018
Subjects:
B-spline
Beta distribution
Combined model
Distribuição beta
Distribuição multinomial
Generalized linear mixed model
Likelihood
Modelo combinado
Modelo linear generalizado misto
Multinomial distribution
Verossimilhança
Online Access:http://www.teses.usp.br/teses/disponiveis/11/11134/tde-01082018-154641/

Internet

http://www.teses.usp.br/teses/disponiveis/11/11134/tde-01082018-154641/

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