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About This Book

Multistate Models for the Analysis of Life History Data
Richard J. Cook and Jerald F. Lawless
Universtiy of Waterloo


Multistate Models for the Analysis of Life History Data provides the first comprehensive treatment of multistate modeling and analysis, including parametric, nonparametric and semiparametric methods applicable to many types of life history data. Special models such as illness-death, completing risks and progressive processes are considered, as well as more complex models. The book provides both theoretical development and illustration of analysis based on data from randomized trials and observational cohort studies in health research.

Features

  • Discusses a wide range of applications of multistate models
  • Presents methods for both continuously and intermittently observed life history processes
  • Gives a thorough discussion of conditionally independent censoring and observation processes
  • Discusses models with random effects and joint models for two or more multistate processes
  • Discusses and illustrates software for multistate analysis that is available in R
  • Target audience includes those engaged in research and application involving multistate models


Richard J. Cook is Canada Research Chair in Statistical Methods for Health Research at the University of Waterloo. He has received the Gold Medal of the Statistical Society of Canada and is a Fellow of the American Statistical Association. He collaborates and consults widely on health research and has given many short courses. Drs. Cook and Lawless also co-authored the influential book, The Statistical Analysis of Recurrent Events (Springer, 2007).

Jerald F. Lawless is Distinguished Professor Emeritus at the University of Waterloo. He is a Fellow of the Royal Society of Canada, a Gold Medal recipient of the Statistical Society of Canada and Fellow of the American Statistical Association. He is a past editor of Technometrics and has collaborated and consulted in numerous areas. He has presented many short courses, with Dr. Cook and individually.