JSM 2005 - Toronto

Abstract #303883

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Legend: = Applied Session, = Theme Session, = Presenter
Activity Number: 330
Type: Contributed
Date/Time: Tuesday, August 9, 2005 : 2:00 PM to 3:50 PM
Sponsor: General Methodology
Abstract - #303883
Title: Minimum Sample Size Requirements for Two-way MANOVA
Author(s): Daniel Mundfrom*+ and John Young, III
Companies: University of Northern Colorado and University of Northern Colorado
Address: 501 20th Street, Greeley, CO, 80639, United States
Keywords: MANOVA ; simulation ; sample size ; power
Abstract:

The two-way MANOVA model commonly is used to analyze multivariate data (Sarouphim 2000, Chambliss 2003, Pigge & Marso 1996, Noldon & Sedlacek, 1994, Zhang & Burry-Stck 1995). Few empirical studies, however, deal with minimum sample size and power for these designs. Also, the literature concerning power for interaction effects is almost nonexistent. This simulation study examines minimum sample size requirements for various two-way MANOVAs and power of test for interaction effects in these same two-way MANOVA models. Ten-thousand datasets for 27 correlation matrices with dimensions 2, 3, 4, and 5 were generated. Sample size recommendations are presented for various levels of power and effect size.


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