On replacement of outliers and missing values in time series

Presence of missing values and occurrence of outliers in time series cause many hindrances in the analysis of data. Several methods are proposed for determining estimates to replace the missing values and outliers. Mean, median, the largest order statistic and time series model based forecast values...

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Bibliographic Details
Main Authors: Loganathan Appaia, Sumithra Palraj
Format: Article
Language:English
Published: University of Bologna 2023-04-01
Series:EQA
Subjects:
Online Access:https://eqa.unibo.it/article/view/16184