Modeling the Effects of Outliers on the Estimation of Linear Stochastic Time Series Model

This study investigates the effects of outliers on the estimates of ARIMA model parameters with particular attention given to the performance of two outlier detection and modeling methods targeted at achieving more accurate estimates of the parameters. The two methods considered are: an iterative ou...

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Bibliographic Details
Main Authors: Emmanuel Alphonsus Akpan, Imoh Udo Moffat
Format: Article
Language:English
Published: Etamaths Publishing 2019-07-01
Series:International Journal of Analysis and Applications
Online Access:http://etamaths.com/index.php/ijaa/article/view/1935