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  • © 2011

Pharmacokinetic-Pharmacodynamic Modeling and Simulation

Authors:

  • Expanded and updated second edition

  • Comprehensive volume with a textbook approach

  • Three new chapters relating to Bayesian models, Generalized linear and nonlinear mixed effects models, and Principles of simulation

  • Includes supplementary material: sn.pub/extras

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xix
  2. The Art of Modeling

    • Peter L. Bonate
    Pages 1-60
  3. Linear Models and Regression

    • Peter L. Bonate
    Pages 61-100
  4. Nonlinear Models and Regression

    • Peter L. Bonate
    Pages 101-130
  5. Variance Models, Weighting, and Transformations

    • Peter L. Bonate
    Pages 131-156
  6. Case Studies in Linear and Nonlinear Modeling

    • Peter L. Bonate
    Pages 157-187
  7. Linear Mixed Effects Models

    • Peter L. Bonate
    Pages 189-232
  8. Nonlinear Mixed Effects Models: Theory

    • Peter L. Bonate
    Pages 233-301
  9. Nonlinear Mixed Effects Models: Practical Issues

    • Peter L. Bonate
    Pages 303-358
  10. Nonlinear Mixed Effects Models: Case Studies

    • Peter L. Bonate
    Pages 359-390
  11. Bayesian Modeling

    • Peter L. Bonate
    Pages 391-427
  12. Generalized Linear Models and Its Extensions

    • Peter L. Bonate
    Pages 429-488
  13. Principles of Simulation

    • Peter L. Bonate
    Pages 489-581
  14. Back Matter

    Pages 611-618

About this book

This is a second edition to the original published by Springer in 2006. The comprehensive volume takes a textbook approach systematically developing the field by starting from linear models and then moving up to generalized linear and non-linear mixed effects models. Since the first edition was published the field has grown considerably in terms of maturity and technicality. The second edition of the book therefore considerably expands with the addition of three new chapters relating to Bayesian models, Generalized linear and nonlinear mixed effects models, and Principles of simulation. In addition, many of the other chapters have been expanded and updated.

Authors and Affiliations

  • Pharmacokinetics, Modeling, and Simulati, Astellas Pharma, Deerfield, USA

    Peter L. Bonate

About the author

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.

Bibliographic Information

  • Book Title: Pharmacokinetic-Pharmacodynamic Modeling and Simulation

  • Authors: Peter L. Bonate

  • DOI: https://doi.org/10.1007/978-1-4419-9485-1

  • Publisher: Springer New York, NY

  • eBook Packages: Biomedical and Life Sciences, Biomedical and Life Sciences (R0)

  • Copyright Information: Springer Science+Business Media, LLC 2011

  • Hardcover ISBN: 978-1-4419-9484-4Published: 01 July 2011

  • Softcover ISBN: 978-1-4899-7386-3Published: 01 October 2014

  • eBook ISBN: 978-1-4419-9485-1Published: 01 July 2011

  • Edition Number: 2

  • Number of Pages: XIX, 618

  • Number of Illustrations: 297 b/w illustrations, 4 illustrations in colour

  • Topics: Pharmacology/Toxicology

Buy it now

Buying options

eBook USD 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 279.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access