Abstract #300454


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JSM 2002 Abstract #300454
Activity Number: 213
Type: Contributed
Date/Time: Tuesday, August 13, 2002 : 10:30 AM to 12:20 PM
Sponsor: Biometrics Section*
Abstract - #300454
Title: Resolving a Controversy Cver Weighted Versus Unweighted Means
Author(s): Jitendra Ganju*+
Affiliation(s): Chiron Corporation
Address: 4560 Horton Street, M/S U-140, Emeryville, , California, 94608, USA
Keywords: interaction ; stratum sizes
Abstract:

Consider a trial conducted in osteoporotic female and male patients for the purposes of estimating and testing the difference in mean response to two drugs. Suppose the main effect is calculated by weighting cell means by proportionate frequencies. What is the variance of this main effect? In calculating its variance, the cell sizes (the number of females and males per drug) are treated as constants and the cell means are treated as random variables. But given how experiments are often designed, the cell sizes also are random variables. The variance of the main effect should reflect not only the variability of cell means, but also the variability of cell sizes. Answers to the following types of questions are needed: Was the number of females and males fixed by design? If not, was sex a pre-stratified or a post-stratified variable? This talk argues that the choice of a main effect should be governed by the experimental design. How the variance calculation is influenced by different designs is also explored.


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Revised March 2002