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Peter L. Bonate 
Pharmacokinetic-Pharmacodynamic Modeling and Simulation 

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A natural hierarchy exists in pharmacokinetic-pharmacodynamic modeling culminating in population pharmacokinetic models, which are a specific type of nonlinear mixed effects model. The purpose of this book is to present through theory and example how to develop pharmacokinetic models, both at an individual and population level. In order to do so, however, one must first understand linear models and then build to nonlinear models followed by linear mixed effects models and then ultimately nonlinear mixed effects models. This book develops in that manner – each chapter builds upon previous chapters by first presenting the theory and then illustrating the theory using published data sets and actual data sets that were used in the development of new chemical entities collected by the author during his years in industry. A key feature of the book is the process of modeling. Most books and manuscripts often present the final model never showing how the model evolved. In this book all examples are presented in an evolutionary manner.

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Jadual kandungan

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.
Bahasa Inggeris ● Format PDF ● Halaman-halaman 388 ● ISBN 9780387271996 ● Saiz fail 9.1 MB ● Penerbit Springer US ● Bandar raya NY ● Negara US ● Diterbitkan 2006 ● Muat turun 24 bulan ● Mata wang EUR ● ID 2144328 ● Salin perlindungan Adobe DRM
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