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The Journal of Time Series Analysis is the leading mathematical statistics journal focused on the important field of time series analysis.
We review the past 25 years of research into time series forecasting. In this silver jubilee issue, we naturally highlight results published in journals ...
Jan 9, 2024 · In conclusion, this paper introduces FReT, a prediction algorithm based on learning recurrent patterns in a series' local topology for ...
Feb 15, 2021 · In this article, we summarize the common approaches to time-series prediction using deep neural networks. Firstly, we describe the state-of-the- ...
We describe two automatic forecasting algorithms that have been implemented in the forecast package for R. The first is based on innovations state space models ...
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The Journal of Time Series Analysis is the leading mathematical statistics journal focused on the important field of time series analysis and its ...
We review the past 25 years of research into time series forecasting. In this silver jubilee issue, we naturally highlight results published in journals ...
Apr 16, 2024 · In this paper, we study the existing econometric models for time series and machine learning models and classify them based on their ...
We are welcoming submissions for a Special Issue entitled “Advances in Time Series Analysis and Forecasting”. Collecting data over time occurs naturally in ...
Jan 2, 2024 · This paper presents a novel approach to time series forecasting, an area of significant importance across diverse fields such as finance, ...