Identification of Common Factors in Multivariate Time Series Modeling

Revista Colombiana de Estadística ◽

10.15446/rce.v38n1.48812 ◽

2015 ◽

Vol 38 (1) ◽

pp. 219-237 ◽

Author(s):

Mariano González ◽

Juan M. Nave

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Common Factors ◽

Time Series Modeling

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Multivariate time series modeling of selected childhood diseases in Akwa Ibom State

Global Journal of Pure and Applied Sciences ◽

10.4314/gjpas.v22i2.11 ◽

2016 ◽

Vol 22 (2) ◽

pp. 233

Author(s):

B.A. Effiong ◽

D.W. Ebong

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Modeling ◽

Childhood Diseases

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Deep Convolutional Factor Analyser for Multivariate Time Series Modeling

2016 IEEE 16th International Conference on Data Mining (ICDM) ◽

10.1109/icdm.2016.0180 ◽

2016 ◽

Author(s):

Chao Yuan ◽

Amit Chakraborty

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Modeling

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Revealing the Organization of Complex Adaptive Systems through Multivariate Time Series Modeling

Ecology and Society ◽

10.5751/es-04175-160305 ◽

2011 ◽

Vol 16 (3) ◽

Author(s):

David G. Angeler ◽

Stina Drakare ◽

Richard K. Johnson

Keyword(s):

Time Series ◽

Complex Adaptive Systems ◽

Adaptive Systems ◽

Multivariate Time Series ◽

Time Series Modeling ◽

Complex Adaptive

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Joint mutual information-based input variable selection for multivariate time series modeling

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2014.08.011 ◽

2015 ◽

Vol 37 ◽

pp. 250-257 ◽

Author(s):

Min Han ◽

Weijie Ren ◽

Xiaoxin Liu

Keyword(s):

Time Series ◽

Mutual Information ◽

Variable Selection ◽

Multivariate Time Series ◽

Time Series Modeling ◽

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Modelling non-stationary multivariate time series of counts via common factors

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/rssb.12271 ◽

2018 ◽

Vol 80 (4) ◽

pp. 769-791 ◽

Author(s):

Fangfang Wang ◽

Haonan Wang

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Common Factors ◽

Time Series Of Counts

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Denoising Multivariate Time Series Modeling for Multi-step Time Series Prediction

Journal of KIISE ◽

10.5626/jok.2021.48.8.892 ◽

2021 ◽

Vol 48 (8) ◽

pp. 892-904

Author(s):

Jungsoo Hong ◽

Jinuk Park ◽

Jieun Lee ◽

Kyeonghun Kim ◽

Seung-Kyun Hong ◽

...

Keyword(s):

Time Series ◽

Time Series Prediction ◽

Multivariate Time Series ◽

Time Series Modeling

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DeepGate: Global-local Decomposition for Multivariate Time Series Modeling

Information Sciences ◽

10.1016/j.ins.2022.01.015 ◽

2022 ◽

Author(s):

Jinuk Park ◽

Chanhee Park ◽

Jonghwan Choi ◽

Sanghyun Park

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Modeling

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A Bayesian approach to state space multivariate time series modeling

Journal of Econometrics ◽

10.1016/0304-4076(92)90015-j ◽

1992 ◽

Vol 52 (3) ◽

pp. 315-346 ◽

Author(s):

Jeffrey H. Dorfman ◽

Arthur M. Havenner

Keyword(s):

Time Series ◽

State Space ◽

Bayesian Approach ◽

Multivariate Time Series ◽

Time Series Modeling

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Multivariate Time Series Modeling

Applied Multivariate Statistics in Geohydrology and Related Sciences ◽

10.1007/978-3-642-80328-4_16 ◽

1998 ◽

pp. 173-189

Author(s):

Charles E. Brown

Keyword(s):

Time Series ◽

Multivariate Time Series ◽

Time Series Modeling

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Motion similarity measure between video sequences using multivariate time series modeling

2010 International Conference on Machine and Web Intelligence ◽

10.1109/icmwi.2010.5647919 ◽

2010 ◽

Author(s):

Remi Auguste ◽

Ahmed El Ghini ◽

Marius Bilasco ◽

Nacim Ihaddadene ◽

Chabane Djeraba

Keyword(s):

Time Series ◽

Similarity Measure ◽

Multivariate Time Series ◽

Video Sequences ◽

Time Series Modeling

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