Mixed effects models for the population approach : models, tasks, methods and tools / Marc Lavielle INRIA Saclay, Orsay, France ; with contributions by Kevin Bleakley Inria, Popix team
1. Introduction and preliminary concepts -- 2. Defining models -- 3. Using models -- 4. Appendices
Summary
"This book presents wide-ranging coverage of parametric modeling in linear and nonlinear mixed-effects models. Using these models, readers can perform parameter estimation across a whole population of individuals at the same time. The book takes readers through the whole modeling process, from defining/creating a parametric model to performing tasks on the model using various mathematical methods. It also includes numerous case studies and illustrates the use of the MONOLIX software"--Provided by publisher
Bibliography
Includes bibliographical references (pages 331-356) and index
