Close
Enter your search into one or more of the boxes below:
You can refine your search by selecting from any of the options below:
Search
A SAS/IML Companion for Linear Models

A SAS/IML Companion for Linear Models (Paperback)

£44.99
Printed to order. Despatched in 2-3 weeks.
Email me when back in stock

Synopsis

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 analytic formulas. The code for high-level procedures like PROC MIXED is also included for side-by-side comparison. The book computes basic descriptive statistics, matrix algebra, matrix decomposition, likelihood maximization, non-linear optimization, etc. in a format conducive to a linear models or a special topics course.

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. The example starts by showing the steps for analyzing the data using PROC IML and then provides the analysis using PROC MIXED. This allows students to follow the process that lead to the output.

Science & MathematicsMathematicsProbability & statistics Publisher: Springer-Verlag New York Inc. Publication Date: 21/12/2009 ISBN-13: 9781441955562  Details: Type: Paperback Format: Books
Availability: Printed to order. Despatched in 2-3 weeks.  

More books by Jamis J. Perrett

Leave Review

Delivery

Delivery Options

All delivery times quoted are the average, and cannot be guaranteed. These should be added to the availability message time, to determine when the goods will arrive. During checkout we will give you a cumulative estimated date for delivery.

Location 1st Book Each additional book Average Delivery Time
UK Standard Delivery FREE FREE 3-5 Days
UK First Class £4.50 £1.00 1-2 Days
UK Courier £7.00 £1.00 1-2 Days
Western Europe** Courier £17.00 £3.00 2-3 Days
Western Europe** Airmail £5.00 £1.50 4-14 Days
USA / Canada Courier £20.00 £3.00 2-4 Days
USA / Canada Airmail £7.00 £3.00 4-14 Days
Rest of World Courier £22.50 £3.00 3-6 Days
Rest of World Airmail £8.00 £3.00 7-21 Days

** Includes Austria, Belgium, Denmark, France, Germany, Greece, Iceland, Irish Republic, Italy, Luxembourg, Netherlands, Portugal, Spain, Sweden and Switzerland.

Delivery Help & FAQs

Returns Information

If you are not completely satisfied with your purchase*, you may return it to us in its original condition with in 30 days of receiving your delivery or collection notification email for a refund. Except for damaged items or delivery issues the cost of return postage is borne by the buyer. Your statutory rights are not affected.

* For Exclusions and terms on damaged or delivery issues see Returns Help & FAQs

You might also like

Nonlinear Time Series Analysis with R
(Paperback)
Ray Huffaker; Marco Bittelli; Rodolfo...
 
 
£29.99
 
Handbook of Statistical Analysis and...
(Hardback)
Robert Nisbet; Gary Miner; Ken Yale
 
 
£78.95
 
Latest Blog
#FoylesFive: Swap Snowflakes for Stardust
17/11/2017

Swap snowflakes for stardust this Christmas with some recommends that are out of this world, from Jamie-Lee from our Birmingham branch.

Read an extract of The Book of the Year
15/11/2017

Behold The Book of the Year, by the “No Such Thing As A Fish” podcasters a.k.a the QI Elves. The book is a surreal, silly and wonderful compendium of irreverent and topical facts that show 2017 in a unique light.

Japan: the Perfect Setting for a Crime Novel
14/11/2017

Nicolas explains why Japan is the perfect backdrop to a crime novel.

View all Blog Entries
Twitter
Show/Hide Tweets
© W&G Foyle Ltd