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Adaptive tests of significance using...

O'Gorman, Thomas W.

Adaptive tests of significance using permutations of residuals with R and SAS /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Adaptive tests of significance using permutations of residuals with R and SAS /Thomas W. O'Gorman.
Author:	O'Gorman, Thomas W.
Published:	Hoboken, N.J. :John Wiley,c2012.
Description:	xvii, 345 p. :ill. ;25 cm.
Subject:	Computer adaptive testing.
Online resource:	http://www.loc.gov/catdir/enhancements/fy1215/2011038049-t.html
Online resource:	http://www.loc.gov/catdir/enhancements/fy1215/2011038049-b.html
Online resource:	http://catalogimages.wiley.com/images/db/jimages/9780470922255.jpg
Online resource:	http://www.loc.gov/catdir/enhancements/fy1215/2011038049-d.html
ISBN:	9780470922255 :

Adaptive tests of significance using permutations of residuals with R and SAS /
O'Gorman, Thomas W.

Adaptive tests of significance using permutations of residuals with R and SAS /Thomas W. O'Gorman. - Hoboken, N.J. :John Wiley,c2012. - xvii, 345 p. :ill. ;25 cm.

Includes bibliographical references (p. 333-339) and index.

"This book concerns adaptive tests of significance, which are statistical tests that use the data to modify the test procedures"--

ISBN: 9780470922255 :NT$3970

LCCN: 2011038049Subjects--Uniform Titles:

SAS (Computer file)
Subjects--Topical Terms:

467955
Computer adaptive testing.

LC Class. No.: QA278.2 / .O35 2012

Dewey Class. No.: 519.5/36

Adaptive tests of significance using permutations of residuals with R and SAS /
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010 $a 2011038049
020 $a 9780470922255 : $c NT$3970
035 $a 17012453
040 $a DLC $c DLC $d DLC
042 $a pcc
050 0 0 $a QA278.2 $b .O35 2012
082 0 0 $a 519.5/36 $2 23
084 $a MAT029030 $2 bisacsh
100 1 $a O'Gorman, Thomas W. $3 229342
245 1 0 $a Adaptive tests of significance using permutations of residuals with R and SAS / $c Thomas W. O'Gorman.
260 $a Hoboken, N.J. : $b John Wiley, $c c2012.
300 $a xvii, 345 p. : $b ill. ; $c 25 cm.
504 $a Includes bibliographical references (p. 333-339) and index.
520 $a "This book concerns adaptive tests of significance, which are statistical tests that use the data to modify the test procedures"-- $c Provided by publisher.
520 $a "This book concerns adaptive tests of significance, which are statistical tests that use the data to modify the test procedures. The modification is used to reduce the influence of outliers. These adaptive tests are attractive because they are often more powerful than traditional tests, and they are also quite practical since they can be performed quickly on a computer using R code or a SAS macro. This comprehensive book on adaptive tests can be used by students and researchers alike who are not familiar with adaptive methods. Chapter 1 provides a gentle introduction to the topic, and Chapter 2 presents a description of the basic tools that are used throughout the book. In Chapters 3, 4, and 5, the basic adaptive testing methods are developed, and Chapters 6 and 7 contain many applications of these tests. Chapters 8 and 9 concern adaptive multivariate tests with multivariate regression models, while the rest of the book concerns adaptive rank tests, adaptive confidence intervals, and adaptive correlations. The adaptive tests described in this book have the following properties: the level of significance is maintained at or near [alpha]; they are more powerful than the traditional test, sometimes much more powerful, if the error distribution is long-tailed or skewed; and there is little power loss compared to the traditional tests if the error distribution is normal. Additional topical coverage includes: smoothing and normalizing methods; two-sample adaptive tests; permutation tests with linear models; adaptive tests in linear models; application of adaptive tests; analysis of paired data; adaptive multivariate tests; analysis of repeated measures data; rank-based approaches to testing; adaptive confidence intervals; and adaptive correlation"-- $c Provided by publisher.
630 0 0 $a SAS (Computer file) $3 185323
650 0 $a Computer adaptive testing. $3 467955
650 0 $a R (Computer program language) $3 210846
650 0 $a Regression analysis. $3 181872
856 4 1 $3 Table of contents only $u http://www.loc.gov/catdir/enhancements/fy1215/2011038049-t.html
856 4 2 $3 Contributor biographical information $u http://www.loc.gov/catdir/enhancements/fy1215/2011038049-b.html
856 4 2 $3 Cover image $u http://catalogimages.wiley.com/images/db/jimages/9780470922255.jpg
856 4 2 $3 Publisher description $u http://www.loc.gov/catdir/enhancements/fy1215/2011038049-d.html

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