Experimental Design and Model Choice - The Planning and Analysis of Experiments with Continuous or Categorical Response

This textbook gives a representation of the design and analysis of experiments, that comprises the aspects of classical theory for continuous response and of modern procedures for categorical response, and especially for correlated categorical response. Complex designs, as for example, cross-over and repeated measures, are included. Thus, it is an important book for statisticians in the pharmaceutical industry as well as for clinical research in medicine and dentistry.
Summary of contents:
Introduction
Comparison of Two Samples
The Linear Regression Model
Single-Factor Experiments with Fixed and Random Effects
More Restrictive Designs
Multifactor Experiments
Repeated Measures Model
Cross-Over Design
Statistical Analysis of Incomplete Data
Models for Categorical Response.

About the author

Helge Toutenburg studierte (1961-1966) und promovierte (1969) in Berlin, habilitierte in Dortmund (1989). Er ist seit 1991 Professor für Statistik an der Ludwig-Maximilians-Universität München.

Product details

• Authors: Helge Toutenburg
• Publisher: Physica Verlag
• Languages: English
• Product format: Hardback
• Released: 01.01.1995
• EAN: 9783790808735
• ISBN: 978-3-7908-0873-5
• No. of pages: 463
• Weight: 818 g
• Illustrations: w. 28 figs.
• Subject: Social sciences, law, business > Business > General, dictionaries