Oxford Statistical Science
2 primary works
Book 10
This book is organized into four parts. In the first part, the general context of repeated measurements in presented. The three basic types of response variables, continuous (normal), categorical and count, and duration, are introduced. The ways in which such repeated observations are interdependent, through heterogenity and time dependence, are discussed. A framework for constructing suitable models is developed, with the introduction of the necessary concepts of multivariate distributions and stochastic processes. In the following three parts, a large number of concrete examples, including the data tables, is presented to illustrate the models available. Each of these parts corresponds to one of the types of responses mentioned above.
Book 15
Modelling Frequency and Count Data
by James K. Lindsey and Department of Biostatics J K Lindsey
Published 14 May 2014