Theory and Applications of Linear Models

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STAT 5502 and STAT 5542Matrix preliminaries, estimability, theory of least squares and of best linear unbiased estimation, analysis of variance and covariance, distribution of quadratic forms, extension of theory to mixed and random effects models, restricted maximum likelihood estimation and inference for variance components. (Typically Offered: Fall)→STAT 6611→unlocks 0 courses

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