Impact of Starting Outlier Removal on Accuracy of Time Series Forecasting
Author:
Affiliation:
1. Polish Naval Academy, Faculty of Mechanical and Electrical Engineering , Śmidowicza 69 Str ., Gdynia , Poland
Abstract
Publisher
Walter de Gruyter GmbH
Link
https://www.sciendo.com/pdf/10.2478/sjpna-2022-0001
Reference28 articles.
1. [1] Astola J, Kuosmanen P., Fundamentals of Nonlinear Digital Filtering, CRC Press, 1997.
2. [2] Box G., Jenkins G., Time Series Analysis: Forecasting and Control, Holden-day, San Francisco, 1970.
3. [3] Cleveland W. S., Devlin S. J., Locally-weighted regression: an approach to regression analysis by local fitting, ‘Journal of the American Statistical Association’, 1988, Vol. 83, Iss. 403, pp. 596 — 610.10.1080/01621459.1988.10478639
4. [4] Cleveland W. S., Robust locally weighted regression and smoothing scatterplots, ‘Journal of the American Statistical Association’, 1979, Vol. 74, Iss. 368, pp. 829 — 836.10.1080/01621459.1979.10481038
5. [5] Davies L, Gather U., The identification of multiple outliers, ‘Journal of the American Statistical Association’, 1993, Vol. 88, Iss. 423, 782 — 792.10.1080/01621459.1993.10476339
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