國立高雄大學圖資館 |

Language: English

Back

Theory and applications of time seri...

SpringerLink (Online service)

Theory and applications of time series analysisselected contributions from ITISE 2019 /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Theory and applications of time series analysisedited by Olga Valenzuela ... [et al.].
Reminder of title:	selected contributions from ITISE 2019 /
other author:	Valenzuela, Olga.
Published:	Cham :Springer International Publishing :2020.
Description:	xiv, 460 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Time-series analysis
Online resource:	https://doi.org/10.1007/978-3-030-56219-9
ISBN:	9783030562199$q(electronic bk.)

Theory and applications of time series analysisselected contributions from ITISE 2019 /
Theory and applications of time series analysisselected contributions from ITISE 2019 /[electronic resource] :edited by Olga Valenzuela ... [et al.]. - Cham :Springer International Publishing :2020. - xiv, 460 p. :ill., digital ;24 cm. - Contributions to statistics,1431-1968. - Contributions to statistics..

This book presents a selection of peer-reviewed contributions on the latest advances in time series analysis, presented at the International Conference on Time Series and Forecasting (ITISE 2019), held in Granada, Spain, on September 25-27, 2019. The first two parts of the book present theoretical contributions on statistical and advanced mathematical methods, and on econometric models, financial forecasting and risk analysis. The remaining four parts include practical contributions on time series analysis in energy; complex/big data time series and forecasting; time series analysis with computational intelligence; and time series analysis and prediction for other real-world problems. Given this mix of topics, readers will acquire a more comprehensive perspective on the field of time series analysis and forecasting. The ITISE conference series provides a forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the foundations, theory, models and applications of time series analysis and forecasting. It focuses on interdisciplinary research encompassing computer science, mathematics, statistics and econometrics.

ISBN: 9783030562199$q(electronic bk.)

Standard No.: 10.1007/978-3-030-56219-9doiSubjects--Topical Terms:

268952
Time-series analysis

LC Class. No.: QA280

Dewey Class. No.: 519.55

Theory and applications of time series analysisselected contributions from ITISE 2019 /
LDR:02268nmm a2200337 a 4500 001 589644
003 DE-He213
005 20210309144012.0
006 m d
007 cr nn 008maaau
008 210601s2020 sz s 0 eng d
020 $a 9783030562199$q(electronic bk.)
020 $a 9783030562182$q(paper)
024 7 $a 10.1007/978-3-030-56219-9 $2 doi
035 $a 978-3-030-56219-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QA280
072 7 $a PBT $2 bicssc
072 7 $a BUS061000 $2 bisacsh
072 7 $a PBT $2 thema
072 7 $a K $2 thema
082 0 4 $a 519.55 $2 23
090 $a QA280 $b .T396 2020
245 0 0 $a Theory and applications of time series analysis $h [electronic resource] : $b selected contributions from ITISE 2019 / $c edited by Olga Valenzuela ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xiv, 460 p. : $b ill., digital ; $c 24 cm.
490 1 $a Contributions to statistics, $x 1431-1968
520 $a This book presents a selection of peer-reviewed contributions on the latest advances in time series analysis, presented at the International Conference on Time Series and Forecasting (ITISE 2019), held in Granada, Spain, on September 25-27, 2019. The first two parts of the book present theoretical contributions on statistical and advanced mathematical methods, and on econometric models, financial forecasting and risk analysis. The remaining four parts include practical contributions on time series analysis in energy; complex/big data time series and forecasting; time series analysis with computational intelligence; and time series analysis and prediction for other real-world problems. Given this mix of topics, readers will acquire a more comprehensive perspective on the field of time series analysis and forecasting. The ITISE conference series provides a forum for scientists, engineers, educators and students to discuss the latest advances and implementations in the foundations, theory, models and applications of time series analysis and forecasting. It focuses on interdisciplinary research encompassing computer science, mathematics, statistics and econometrics.
650 0 $a Time-series analysis $3 268952
650 1 4 $a Statistics for Business, Management, Economics, Finance, Insurance. $3 825914
650 2 4 $a Economic Theory/Quantitative Economics/Mathematical Methods. $3 731081
650 2 4 $a Probability and Statistics in Computer Science. $3 274053
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 348605
650 2 4 $a Applications of Mathematics. $3 273744
650 2 4 $a Artificial Intelligence. $3 212515
700 1 $a Valenzuela, Olga. $3 791339
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Contributions to statistics. $3 593379
856 4 0 $u https://doi.org/10.1007/978-3-030-56219-9
950 $a Mathematics and Statistics (SpringerNature-11649)