Duration: 12h. In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial ...

Course TopicsMany response variables are handled poorly by regression models when the errors are assumed to be normally distributed. For example, modeling the state damaged/not damaged of cells after ...

California. Ground shaking. Generalized linear mixed models. Goodness-of-fit analyses. Census tracts. Fire hazards. Geographic information ... regression models are developed that can be used to ...