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Analysis of variance for functional ...

Zhang, Jin-Ting, (1964-)

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Analysis of variance for functional data /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Analysis of variance for functional data // Jin-Ting Zhang.
Author:	Zhang, Jin-Ting,
Published:	Boca Raon :CRC Press, Taylor & Francis Group, : 2014.,
Description:	xxiii, 386 p. :ill. ;25 cm.
Subject:	Analysis of variance. -
ISBN:	9781439862735 (hbk.) :

Analysis of variance for functional data /
Zhang, Jin-Ting,1964-

Analysis of variance for functional data /Jin-Ting Zhang. - Boca Raon :CRC Press, Taylor & Francis Group,2014. - xxiii, 386 p. :ill. ;25 cm. - Monographs on statistics and applied probability ;127. - Monographs on statistics and applied probability (Series) ;128. .

Includes bibliographical references (p. 369-380) and index.

Introduction --

"Preface Functional data analysis has been a popular statistical research topic for the last three decades. Functional data are often obtained via observing a number of subjects over time, space or other continua densely. They are frequently collected from various research areas, including audiology, biology, children's growth studies, ergonomics, environmentology, me- teorology, and women's health studies among others in the form of curves, surfaces, or other complex objects. Statistical inference for functional data generally refers to estimation and hypothesis testing about functional data. There are at least two monographs available in the literature which are devoted in estimation and classi.

ISBN: 9781439862735 (hbk.) :UK63.99

LCCN: 2013014247Subjects--Topical Terms:

516400
Analysis of variance.

LC Class. No.: QA279 / .Z43 2014

Dewey Class. No.: 519.5/38

Analysis of variance for functional data /
LDR:01830cam a2200241 i 4500 001 1931937
003 OCoLC
005 20141117104938.0
008 140826s2014 flua b 001 0 eng
010 $a 2013014247
020 $a 9781439862735 (hbk.) : $c UK63.99
020 $a 1439862737 (hbk.)
020 $a 9781439862742 (ebk.)
020 $a 1439862745 (ebk.)
040 $a DLC $b eng
050 0 0 $a QA279 $b .Z43 2014
082 0 0 $a 519.5/38 $2 23
100 1 $a Zhang, Jin-Ting, $d 1964- $3 2070277
245 1 0 $a Analysis of variance for functional data / $c Jin-Ting Zhang.
260 # $a Boca Raon : $b CRC Press, Taylor & Francis Group, $c 2014.
300 $a xxiii, 386 p. : $b ill. ; $c 25 cm.
490 1 0 $a Monographs on statistics and applied probability ; $v 127
504 $a Includes bibliographical references (p. 369-380) and index.
505 0 # $t Introduction -- $t Nonparametric smoothers for a single curve -- $t Reconstruction of functional data -- $t Stochastic processes -- $t ANOVA for functional data -- $t Linear models with functional responses -- $t Ill-conditioned functional linear models -- $t Diagnostics of functional observations -- $t Heteroscedastic ANOVA for functional data -- $t Test of equality of covariance functions.
520 # $a "Preface Functional data analysis has been a popular statistical research topic for the last three decades. Functional data are often obtained via observing a number of subjects over time, space or other continua densely. They are frequently collected from various research areas, including audiology, biology, children's growth studies, ergonomics, environmentology, me- teorology, and women's health studies among others in the form of curves, surfaces, or other complex objects. Statistical inference for functional data generally refers to estimation and hypothesis testing about functional data. There are at least two monographs available in the literature which are devoted in estimation and classi.
650 # 0 $a Analysis of variance. $3 516400
650 # 0 $a Functional analysis. $3 531838
830 0 $a Monographs on statistics and applied probability (Series) ; $v 128. $3 2010741