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Time series :a first course with boo...

McElroy, Tucker,

Time series :a first course with bootstrap starter /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Time series :Tucker S. McElroy and Dimitris N. Politis.
其他題名:	a first course with bootstrap starter /
作者:	McElroy, Tucker,
其他作者:	Politis, Dimitris N.,
出版者:	Boca Raton, FL :CRC Press, Taylor & Francis Group,c2020.
面頁冊數:	xix, 566 p. :ill. ;24 cm.
附註:	"A Chapman & Hall book".
附註:	First issued in paperback 2021.
標題:	Time-series analysis.
ISBN:	9781032083308 (pbk.) :

Time series :a first course with bootstrap starter /
McElroy, Tucker,

Time series :a first course with bootstrap starter /Tucker S. McElroy and Dimitris N. Politis. - Boca Raton, FL :CRC Press, Taylor & Francis Group,c2020. - xix, 566 p. :ill. ;24 cm. - Chapman & Hall/CRC texts in statistical science series. - Texts in statistical science..

"A Chapman & Hall book".

Includes bibliographical references (p. 541-545) and index.

The probabilistic structure of time series -- Trends, seasonality, and filtering -- The geometry of random variables -- ARMA models with white noise residuals -- Time series in the frequency domain -- The spectral representation -- Information and entropy -- Statistical estimation -- Fitting time series models -- Nonlinear time series analysis -- The bootstrap.

"The book provides the foundation of time series methods, including linear filters and a geometric approach to prediction. The important paradigm of ARMA models is studied in-depth, as well as frequency domain methods. Entropy and other information theoretic notions are introduced, with applications to time series modeling"--

ISBN: 9781032083308 (pbk.) :NT$1395

LCCN: 2019030245Subjects--Topical Terms:

181890
Time-series analysis.

LC Class. No.: QA280 / .M39 2020

Dewey Class. No.: 519.5/5

Time series :a first course with bootstrap starter /
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245 1 0 $a Time series : $b a first course with bootstrap starter / $c Tucker S. McElroy and Dimitris N. Politis.
260 $a Boca Raton, FL : $b CRC Press, Taylor & Francis Group, $c c2020.
300 $a xix, 566 p. : $b ill. ; $c 24 cm.
490 1 $a Chapman & Hall/CRC texts in statistical science series
500 $a "A Chapman & Hall book".
500 $a First issued in paperback 2021.
504 $a Includes bibliographical references (p. 541-545) and index.
505 0 $a The probabilistic structure of time series -- Trends, seasonality, and filtering -- The geometry of random variables -- ARMA models with white noise residuals -- Time series in the frequency domain -- The spectral representation -- Information and entropy -- Statistical estimation -- Fitting time series models -- Nonlinear time series analysis -- The bootstrap.
520 $a "The book provides the foundation of time series methods, including linear filters and a geometric approach to prediction. The important paradigm of ARMA models is studied in-depth, as well as frequency domain methods. Entropy and other information theoretic notions are introduced, with applications to time series modeling"-- $c Provided by publisher.
650 0 $a Time-series analysis. $3 181890
650 0 $a Bootstrap (Statistics) $3 183248
700 1 $a Politis, Dimitris N., $e author. $3 913844
776 0 8 $i Online version: $a McElroy, Tucker. $t Time series. $d Boca Raton : CRC Press, [2020] $z 9780429109553 $w (DLC) 2019030246
830 0 $a Texts in statistical science. $3 205786