The Data

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The Model and Hypothesis

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Matrix formulation

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Anova tables, tests and estimates of variance components.

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Estimating equations (for u and beta) and solutions.

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REML estimates (of variances).

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Estimate with all effects fixed.

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The SSformulas in the ANOVA tables.

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SS computed by hand.

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ML estimates.

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Compare estimates of fixed effects (sl 30 vs. sl 60)

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Compare variance and SS estimates (sl 25, sl 35, sl 55, sl 60)

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Compare results from assuming fixed vs. random effects.

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Discussion

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