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Impact of Starting Outlier Removal on Accuracy of Time Series Forecasting Cover

Impact of Starting Outlier Removal on Accuracy of Time Series Forecasting

Maritime Technical Journal
Volume 224 (2022): Issue 1 (March 2022)
By: Vadim Romanuke  
Open Access
|Mar 2022

Authors

Vadim Romanuke

v.romanuke@amw.gdynia.pl

Polish Naval Academy, Faculty of Mechanical and Electrical Engineering, Gdynia, Poland
DOI: https://doi.org/10.2478/sjpna-2022-0001 | Journal eISSN: 2657-7291
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Language: English
Page range: 1 - 15
Published on: Mar 8, 2022
Published by: Polish Naval Academy
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
time series forecasting,
outlier,
ARIMA,
forecasting accuracy,
RMSE,
MaxAE
Related subjects:
Engineering,
Electrical engineering,
Fundamentals of electrical engineering,
Mechanical engineering,
Fundamentals of mechanical engineering,
Geosciences,
Geodesy

© 2022 Vadim Romanuke, published by Polish Naval Academy
This work is licensed under the Creative Commons Attribution 4.0 License.

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