A SAS IML COMPANION FOR LINEAR MODELS PDF

This helps students see the link between theory and application. This also assists researchers in developing new methodologies in the area of linear models. The book contains complete examples of SAS code for many of the computations relevant to a linear models course. However, the SAS code in these examples automates the analytic formulas. The book computes basic descriptive statistics, matrix algebra, matrix decomposition, likelihood maximization, non-linear optimization, etc. Also included in the book is an example of a basic analysis of a linear mixed model using restricted maximum likelihood estimation REML.

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A SAS/IML Companion for Linear Models

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