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A SAS/IML Companion for Linear Models (Statistics and Computing) by Jamis J. Perrett (auth.) is a nonfiction available to read on EtoBox.

What is A SAS/IML Companion for Linear Models (Statistics and Computing) about?

Linear models courses are often presented as either theoretical or applied. Consequently, students may find themselves either proving theorems or using high-level procedures like PROC GLM to analyze data. There exists a gap between the derivation of formulas and analyses that hide these formulas behind attractive user interfaces. This book bridges that gap, demonstrating theory put into practice. Concepts presented in a theoretical linear models course are often trivialized in applied linear models courses by the facility of high-level SAS procedures like PROC MIXED and PROC REG that require the user to provide a few options and statements and in return produce vast amounts of output. This book uses PROC IML to show how analytic linear models formulas can be typed directly into PROC IML, as they were presented in the linear models course, and solved using data. 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 an

Who reads A SAS/IML Companion for Linear Models (Statistics and Computing)?

Author

Jamis J. Perrett (auth.)

Publisher

Springer New York

Published

2010

Language

EN

ISBN

9781441955579

Category

nonfiction

Subjects

Mathematics, Computer Science, Stem