For subject i, yi = (yi1,, yid) T are d repeated measures on a response variable. Consider
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For subject i, yi = (yi1,…, yid)
T are d repeated measures on a response variable. Consider a model by which yi ∼ N(????,????????) with ????1 = ⋯ = ????d and
???? = corr(yij, yik) for all j ≠ k. The hypothesis of interest is H0: ????1 = ⋯ = ????d.
a. Express this scenario as a marginal model for a multivariate response, and show how to express H0 in terms of the model parameters.
b. Construct a random-effects model for this scenario that would have the specified correlation structure.
c. For d = 2, find a test statistic formula for H0: ????1 = ????2 (e.g., the paireddifference t test of Exercise 9.6).
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Related Book For
Foundations Of Linear And Generalized Linear Models
ISBN: 9781118730034
1st Edition
Authors: Alan Agresti
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