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Nonlinear Models for Repeated Measurement Data (Monographs on Statistics and Applied Probability)
 
 
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Nonlinear Models for Repeated Measurement Data (Monographs on Statistics and Applied Probability) (Hardcover)

by Marie Davidian (Author), David .M. Giltinan (Author) "Data consisting of repeated measurements taken on each of a number of individuals arise commonly in biological and biomedical applications..." (more)
Key Phrases: hierarchical nonlinear model, quinidine data, relaxin bioassay, Monte Carlo, Akaike Information Criterion, Parameter Estimate of Population Mean (more...)
5.0 out of 5 stars  (2 customer reviews)

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Editorial Reviews
Review
gives a very well-written account of the field over the past few decades, focusing mainly on US work and including much of the author's own, plus a glimpse of the future. It fairly reflects that literature over the years in dwelling at length on certain computational methods for maximum likelihood estimation. There is a leaning toward biopharmaceutical applications, this being a field in which the authors are acknowledged authorities. There are no exercises, but enough detail of the methodology is given, together with helpful guidance on available software, to enable the keen novice to try his hand. 
--M. J. Crowder, Biometrics, September 1997

Product Description
Nonlinear measurement data arise in a wide variety of biological and biomedical applications, such as longitudinal clinical trials, studies of drug kinetics and growth, and the analysis of assay and laboratory data. Nonlinear Models for Repeated Measurement Data provides the first unified development of methods and models for data of this type, with a detailed treatment of inference for the nonlinear mixed effects and its extensions. A particular strength of the book is the inclusion of several detailed case studies from the areas of population pharmacokinetics and pharmacodynamics, immunoassay and bioassay development and the analysis of growth curves.

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Product Details
  • Hardcover: 360 pages
  • Publisher: Chapman & Hall/CRC; 1 edition (June 1, 1995)
  • Language: English
  • ISBN-10: 0412983419
  • ISBN-13: 978-0412983412
  • Product Dimensions: 9.1 x 6.1 x 1 inches
  • Shipping Weight: 1.4 pounds (View shipping rates and policies)
  • Average Customer Review: 5.0 out of 5 stars  (2 customer reviews)
  • Amazon.com Sales Rank: #1,086,288 in Books (See Bestsellers in Books)

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