Pairwise Multiple Comparisons Theory and Computation /

• Main Authors: Shiraishi, Taka-aki (Author, http://id.loc.gov/vocabulary/relators/aut), Sugiura, Hiroshi (http://id.loc.gov/vocabulary/relators/aut), Matsuda, Shin-ichi (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: JSS Research Series in Statistics,
• Subjects: Statistics .; Computer mathematics.; Biomedical engineering.; Statistical Theory and Methods.; Applied Statistics.; Computational Mathematics and Numerical Analysis.; Biomedical Engineering/Biotechnology.

This book focuses on all-pairwise multiple comparisons of means in multi-sample models, introducing closed testing procedures based on maximum absolute values of some two-sample t-test statistics and on F-test statistics in homoscedastic multi-sample models. It shows that (1) the multi-step procedur...

Table of Contents:

• 1. All-Pairwise Comparisons in Homoscedastic Multi-Sample Models
• 2. Multiple Comparisons in Heteroscedastic Multi-Sample Models
• 3. Multiple Comparison Procedures under Simple Order Restrictions
• 4.: Nonparametric Procedures Based on Rank Statistics
• 5. Comparing the Simulated Power of Multiple Comparison Tests
• 6. Application of Multiple Comparison Tests to Real Data
• 7. Computation of Distribution Functions for Statistics under Simple Ordered Restrictions
• 8. Related Topics
• Index.