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Analysis of potato canopy coverage as assessed through digital imagery by nonlinear mixed effects models
The characterization of the dynamics of canopy coverage represents a
relevant matter of study in the field of crop physiology. The objective of this work
was to calibrate a model able to simulate potato canopy coverage ...
Robust linear mixed models with normal/independent distributions and Bayesian MCMC implementation
(2003-01-01)
Linear mixed effects models have been widely used in analysis of data where responses are clustered around some random effects, so it is not reasonable to assume independence between observations in the same cluster. In ...
Robust linear mixed models with normal/independent distributions and Bayesian MCMC implementation
(2003-01-01)
Linear mixed effects models have been widely used in analysis of data where responses are clustered around some random effects, so it is not reasonable to assume independence between observations in the same cluster. In ...
Inclusion of latent variables in Mixed Logit models: Modelling and forecasting
(2010)
Travel demand models typically use mainly objective modal attributes as explanatory variables. Nevertheless, it has been well known for many years that attitudes and perceptions also influence users' behaviour. The use of ...
Likelihood-based inference for linear mixed-effects models using the generalized hyperbolic distribution
(John Wiley and Sons Inc, 2023)
In this paper, we develop statistical methodology for the analysis of data under nonnormal distributions, in the context of mixed effects models. Although the multivariate normal distribution is useful in many cases, it ...
Procedimento MIXED do SAS® para análise de modelos mistos
(Universidade de São Paulo (USP), Escola Superior de Agricultura Luiz de Queiroz (ESALQ), 1999-10-01)
O modelo misto consiste numa importante classe de modelos que tem sido tradicionalmente analisada por meio de procedimentos da análise de variância. Nos modelos mistos, três aspectos são fundamentais: estimação e testes ...
Procedimento MIXED do SAS® para análise de modelos mistos
(Universidade de São Paulo (USP), Escola Superior de Agricultura Luiz de Queiroz (ESALQ), 1999-10-01)
O modelo misto consiste numa importante classe de modelos que tem sido tradicionalmente analisada por meio de procedimentos da análise de variância. Nos modelos mistos, três aspectos são fundamentais: estimação e testes ...