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Published in 2024 at "Journal of Forecasting"
DOI: 10.1002/for.3181
Abstract: The definition of interval‐valued time series is now a valid tool that can be used to model uncertainty with known numerical bounds. However, how to provide accurate predictions of interval‐valued time series remains an open…
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Keywords:
interval valued;
time series;
valued time;
prediction ... See more keywords
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Published in 2017 at "Economic Modelling"
DOI: 10.1016/j.econmod.2016.08.019
Abstract: In view of the importance of interval-valued time series (ITS) modeling and forecasting, and the less research efforts made before, this study proposes an hybrid modeling framework combining interval Holt's exponential smoothing method (HoltI) and…
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Keywords:
valued time;
interval valued;
holti msvr;
model ... See more keywords
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Published in 2024 at "Applied Economics"
DOI: 10.1080/00036846.2024.2403782
Abstract: ABSTRACT Non-stationary count time series, which are small in value and show a trend having relatively large fluctuation, are commonly encountered in real-world applications. Differencing is a commonly employed method to transform a non-stationary time…
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Keywords:
skellam;
economics;
time;
valued time ... See more keywords
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Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2994102
Abstract: Computing complex-valued time-dependent matrix inverse is an important procedure in statistics and control theory. Zeroing neural network (ZNN) becomes an effective method for solving time-dependent issues. This paper proposes a complex-valued synthetical ZNN (CVSZNN) model…
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Keywords:
dependent matrix;
time;
complex valued;
valued time ... See more keywords