A SAS IML COMPANION FOR LINEAR MODELS PDF

A SAS IML COMPANION FOR LINEAR MODELS PDF

Download Citation on ResearchGate | On Jan 1, , Jamis J. Perrett and others published A SAS/IML companion for linear models }. Linear models courses are often presented as either theoretical or applied. Consequently, students may find themselves either proving theorems or. A SAS/IML companion for linear models /. by Perrett, Jamis J. Material type: materialTypeLabel BookSeries: Statistics and computing: Publisher: New York.

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Linear Models Courses are often presented as either theoretical or applied. This book bridges il gap between the derivation of formulas and analyses that hide these formulas.

It includes complete examples of SAS code as well as code for high-level procedures. At the end of each chapter there are exercises that can be assigned to students. The brevity and readability of the exposition make the book very attractive.

Linear models courses are often presented as either theoretical or applied. 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. 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.

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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.

The example demonstrates tests for fixed effects, estimates of linear functions, and contrasts. This allows students to follow the process that lead to the output. Would you like to tell us about a lower price?

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East West University Library catalog › Details for: A SAS/IML companion for linear models /

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A SAS/IML companion for linear models /

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