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Simultaneous inference in regression

Liu, Wei, (1964 April 15-)

Simultaneous inference in regression

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Simultaneous inference in regressionWei Liu.
作者:	Liu, Wei,
出版者:	Boca Raton :CRC Press,c2011.
面頁冊數:	1 online resource (xxi, 268 p.) :ill.
標題:	Regression analysis.
電子資源:	http://www.crcnetbase.com/isbn/978-1-4398-2809-0
ISBN:	9781439828106 (electronic bk.)

Simultaneous inference in regression
Liu, Wei,1964 April 15-

Simultaneous inference in regression[electronic resource] /Wei Liu. - Boca Raton :CRC Press,c2011. - 1 online resource (xxi, 268 p.) :ill. - Monographs on statistics and applied probability ;118. - Monographs on statistics and applied probability (Series) ;119..

Includes bibliographical references (pages 255-268).

Front cover; Dedication; Preface; Contents; List of Figures; List of Tables; Chapter 1: Introduction to Linear Regression Analysis; Chapter 2: Confidence Bands for One Simple Regression Model; Chapter 3: Confidence Bands for One Multiple Regression Model; Chapter 4: Assessing Part of a Regression Model; Chapter 5: Comparison of Two Regression Models; Chapter 6: Comparison of More Than Two Regression Models; Chapter 8: Confidence Bands for Logistic Regression; Appendices; A: Approximation of the percentile of a random variable; B Computation of projection; C Computation of projection.

The use of simultaneous confidence bands in linear regression is a vibrant area of research. This book presents an overview of the methodology and applications, including necessary background material on linear models. A special chapter on logistic regression gives readers a glimpse into how these methods can be used for generalized linear models. The appendices provide computational tools for simulating confidence bands. The author also includes MATLAB[registered] programs for all examples on the web. With many numerical examples and software implementation, this text serves the needs of rese.

ISBN: 9781439828106 (electronic bk.)

Standard No.: 9786612903038Subjects--Topical Terms:

181872
Regression analysis.
Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: QA278.2.L58 2010

Dewey Class. No.: 519.5/36

Simultaneous inference in regression
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020 $a 1439828105 (electronic bk.)
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050 4 $a QA278.2.L58 2010
082 0 4 $a 519.5/36
100 1 $a Liu, Wei, $d 1964 April 15- $3 649493
245 1 0 $a Simultaneous inference in regression $h [electronic resource] / $c Wei Liu.
260 $a Boca Raton : $b CRC Press, $c c2011.
300 $a 1 online resource (xxi, 268 p.) : $b ill.
490 1 $a Monographs on statistics and applied probability ; $v 118
504 $a Includes bibliographical references (pages 255-268).
505 0 $a Front cover; Dedication; Preface; Contents; List of Figures; List of Tables; Chapter 1: Introduction to Linear Regression Analysis; Chapter 2: Confidence Bands for One Simple Regression Model; Chapter 3: Confidence Bands for One Multiple Regression Model; Chapter 4: Assessing Part of a Regression Model; Chapter 5: Comparison of Two Regression Models; Chapter 6: Comparison of More Than Two Regression Models; Chapter 8: Confidence Bands for Logistic Regression; Appendices; A: Approximation of the percentile of a random variable; B Computation of projection; C Computation of projection.
505 8 $a D Principle of intersection-union testE Computation of the K-functions in Chapter 7; Bibliography; Back cover.
520 $a The use of simultaneous confidence bands in linear regression is a vibrant area of research. This book presents an overview of the methodology and applications, including necessary background material on linear models. A special chapter on logistic regression gives readers a glimpse into how these methods can be used for generalized linear models. The appendices provide computational tools for simulating confidence bands. The author also includes MATLAB[registered] programs for all examples on the web. With many numerical examples and software implementation, this text serves the needs of rese.
588 $a Description based on print version record.
650 0 $a Regression analysis. $3 181872
650 0 $a Confidence intervals. $3 183728
655 4 $a Electronic books. $2 local. $3 214472
830 0 $a Monographs on statistics and applied probability (Series) ; $v 119. $3 649485
856 4 0 $u http://www.crcnetbase.com/isbn/978-1-4398-2809-0