TITULO: Modelos lineales generalizados jerárquicos con R
PROFESOR: Lars Rönnegård (Universidad de Dalarna, Suecia)
FECHAS: 27-29 Mayo 2019
HORARIO:
Lunes 27: 9:15 -13:45 y 15:00-17:00
Martes 28: 9:15 -13:45 y 15:00-17:00
Miércoles 29: 9:15 -14:15
LUGAR:
Universitat
Politècnica de València. Departamento de Ciencia Animal. Edificio 7G
Aula 1 (Planta baja).
INSCRIPCION: 50 €
Acceder a la siguiente dirección y seguir
las instrucciones:
PRERREQUISITOS
Traer al curso un laptop con sistema operativo Windows, o MacOS, o Linux
Conocimientos básicos de R.
PROGRAMA
LUNES
Fitting linear regression using ordinary least squares in R
Diagnostic plots: QQ-plot, hat values, standardized residuals, and Cook’s
distance.
Computer exercise 1 11.00 -13.30
Using diagnostic plots
Weighted least squares and an introduction to generalized linear models (GLM)
MARTES
Generalized linear models
Computer exercise 2 10.30 -12.00
GLMs and diagnostic plots
Lecture4 12.00-13.30
Generalized linear models
Linear mixed models in R
MIERCOLES
Linear mixed models in R
Computer exercise 2 10.30 -12.30
Using the lme4 package
Fitting an animal model using the hglm package
Semi-parametric smoothing using a linear mixed model
Discussion on the computer exercises
An advanced example from my book for a GLMM with dispersion modelling