This book consists of three volumes. Volume I will be available in April 2022. Volume II will be available in January 2023. Volume III is scheduled for the autumn of 2023.
This page is for Volume 1 of The World of Zero-Inflated Models. We will discuss models for count data and continuous data with an excessive number of zeros. All models are extensions of generalised linear models (GLMs). In Volume 2, we will analyse count data, continuous data and proportional data using GLMMs. Hence, we will extend the models from Volume 1 with random intercepts and random slopes. In Volume 3, we will extend the models from Volumes 1 and 2 towards GAMs and GAMMs. Volume 1 can be read as a stand-alone. Volume 2 assumes that you have read Volume 1, and Volume 3 is a continuation of Volume 2.
For a detailed description, table of contents, R code and data sets, click here.