Peter L. Bonate

Pharmacokinetic-Pharmacodynamic Modeling and Simulation (eBook, PDF)

• Format: PDF

Produktbeschreibung

Population pharmacokinetic models are a special type of nonlinear mixed effects model. This book shows through theory and example how to develop pharmacokinetic models, both at an individual and population level: each chapter builds upon previous chapters, first presenting the theory and then illustrating the theory using published data sets and actual data used in the development of new chemical entities ad collected by the author during his years in industry. Many books and manuscripts present the final model without showing how it evolved. This book presents all examples in an evolutionary manner.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 388
• Erscheinungstermin: 14. Mai 2006
• Englisch
• ISBN-13: 9780387271996
• Artikelnr.: 37288010

Autorenporträt

Peter Bonate has 16 years industrial experience, 13 years as a clinical pharmacologist/pharmacokineticist and three years in drug metabolism and bioanalysis. He is currently a Director in the Clinical Pharmacology, Modeling, and Simulation department at GlaxoSmithKline in the oncology and rare diseases therapeutic areas.   He has worked at Genzyme, Hoechst Marion Roussel, Eli Lilly, and Quintiles.  He received his PhD in 1996 from Indiana University in Medical Neurobiology with an emphasis on the pharmacokinetics of drugs of abuse.  He received an MS in statistics from the University of Idaho and an MS in Pharmacology from Washington State University, both in 1990.  In 2003 he was elected a Fellow of the American College of Clinical Pharmacology and in 2007 was elected a fellow of the American Association of Pharmaceutical Scientists (AAPS).  He was founder of the Modeling and Simulation focus group, has served as chair of the population pharmacokinetics focus group, and was the Clinical Pharmacology and Translational Research Section Chair within AAPS.  He has served or currently serves on the editorial boards for the Journal of Clinical Pharmacology, Pharmaceutical Research, Journal of Pharmacokinetics and Pharmacodynamics, and The AAPS Journal.  He has more than 50 publications in the field of pharmacokinetics and clinical pharmacology, is co-editor of the 3-volume series Pharmacokinetics in Drug Development published by AAPS Press in 2004 and 2011, and is author of the book Pharmacokinetic-Pharmacodynamic Modeling and Simulation  published by Springer in 2006.  In 2010, he became an Adjunct Assistant Professor at the Indiana University School of Medicine and the University of North Carolina, Chapel Hill.

Inhaltsangabe

The Art of Modeling.- Linear Models and Regression.- Nonlinear Models and Regression.- Variance Models, Weighting, and Transformations.- Case Studies in Linear and Nonlinear Modeling.- Linear Mixed Effects Models.- Nonlinear Mixed Effects Models: Theory.- Nonlinear Mixed Effects Models: Practical Issues.- Nonlinear Mixed Effects Models: Case Studies.- Bayesian Modeling.- Generalized Linear Models and Its Extensions.- Principles of Simulation.- Appendix.- Index