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

ISBN-13: 9783642525001 / Angielski / Miękka / 2014 / 465 str.

Helge Toutenburg

Opis

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.

Spis treści

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.

O autorze

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.