Statistical Analysis of Designed Experiments, Third Edition

• Main Author: Toutenburg, Helge. (Author)
• Corporate Authors: Shalabh. (Author), SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: New York, NY : Springer New York, 2009.
• Series: Springer Texts in Statistics,
• Subjects: Statistics.; Bioinformatics.; Statistical methods.; Distribution (Probability theory).; Mathematical statistics.; Econometrics.; Psychometrics.; Statistical Theory and Methods.; Biostatistics.; Probability Theory and Stochastic Processes.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4419-1148-3

This textbook presents the design and analysis of experiments that comprise the aspects of classical theory for continuous response, modern procedures for categorical response, and especially for correlated categorical response. For any design (independent and matched-pair response) the parametric a...

Table of Contents:

• Introduction
• Comparison of two samples
• The linear regression model
• Single-factor experiments with fixed and random effects
• More restrictive designs
• Incomplete block designs
• Multifactor experiments
• Models for categorical response variables
• Repeated measures model
• Cross-over design. - Statistical analysis of incomplete data.