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Research article

First published 1980-11

Estimation and Forecast Performance of a Multivariate Time Series Model of Sales

Mark Moriarty, Gerald Salamon

Journal of Marketing Research

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Research article

First published 2001-6

Forecasting Tourism Using Univariate and Multivariate Structural Time Series Models

Lindsay W. Turner, Stephen F. Witt

Tourism Economics

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Research article

First published 2025

SOFTS++: Fast and accurate linear model for multivariate long-term time series forecasting

Hrvoje Ljubić, Goran Martinović, Tomislav Volarić [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

An efficient semi-supervised multivariate time series classification model based on multiple prime convolution kernels with adaptive attentions

Xi Li, Weijian Song, Peng Chen [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2026

Spatiotemporal attention-based trend and residual decomposition model for multivariate time series anomaly detection

Zhenhua Yu, Jiazhen Li, Lihua Sun [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2010-12

The vector innovations structural time series framework

Ashton de Silva, Rob J Hyndman, Ralph Snyder

Statistical Modelling

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Research article

First published 2019-1

Forecasting Seasonal Tourism Demand Using a Multiseries Structural Time Series Method

Jason Li Chen, Gang Li, Doris Chenguang Wu [...]

Journal of Travel Research

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Research article

First published 2026-3

A Multimodal Approach to Improve the Prediction Capabilities of Deep Learning Models for Multivariate Time Series—A Case of Subtropical Urban Air Quality

Benedito Chi Man Tam, Su-kit Tang, Alberto Cardoso

Environmental Engineering Science

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Research article

First published 2016-2

Univariate and multivariate approaches to seasonal adjustment of aggregate series of different lengths

Carole L. Birrell, Yan-Xia Lin, David G. Steel

Model Assisted Statistics and Applications

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Research article

First published 2005-10

A statistical framework for the analysis of multivariate infectious disease surveillance counts

Leonhard Held, Michael Höhle, Mathias Hofmann

Statistical Modelling

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