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:
 

https://www.cfp.upv.es/formacion-permanente/cursos/data-analysis-using-hierarchical-generalized-linear-models-with-r--applications-in-plan-animal-breeding-and-genetics_idiomaes-cid65241.html

 

     

      PRERREQUISITOS

 

                                        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