Statistical Models And Applications – Bologna

Argomenti del programma: Part I Statistical Models: introduction Gaussian linear models: definition parameter estimation hypothesis testing model choice and variable selection model diagnosis extensions Gaussian linear mixed models definition fixed and random effects variance-covaraince matrix structures likelihood inference Nonparametric regression based on spline functions Part II Generalized linear models definition: exponential families…