
27
Some Aspects of Bayesian Inference in Skewed
Mixed Logistic Regression Models
Cristiano C. Santos
Federal University of Minas Gerais
Rosangela H. Loschi
Federal University of Minas Gerais
CONTENTS
27.1 Intro ductio n . . . . . . . . .. . . . . . .. .. . . . . . .. . . .. . . . .. . . .. . . . .. .. . . . .. .. . 563
27.2 Lo gistic Regression Mo del with Random Intercept . . .. .. .. . .. . . . 565
27.2.1 Parameter interpretation and Lars e n et al.’s results . . . . 5 66
27.2.2 Parameter interpretation under skew-normality .. . .. . . . 568
27.3 Bayesian Inference in Mixed Log istic Reg ression Models . .. . . . . . 570
27.3.1 The posterio r full conditional ...