Generalized Autoregressive (GAR) Model: A Comparison of Maximum Likelihood and Whittle Estimation Procedures Using a Simulation Study.
This article evaluates the performance of two estimators namely, the Maximum Likelihood Estimator (MLE) and Whittle's Estimator (WE), through a simulation study for the Generalised Autoregressive (GAR) model. As expected, it is found that for the parameters and σ2, the MLE and WE have a be...
Saved in:
Main Authors: | Shitan, Mahendran, Peiris, Shelton |
---|---|
Format: | Article |
Published: |
Taylor & Francis
2008
|
Online Access: | http://psasir.upm.edu.my/id/eprint/7027/ |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Approximate asymptotic variance-covariance matrix for the whittle estimators of GAR(1) parameters
by: Shitan, Mahendran, et al.
Published: (2013) -
On properties of the second order generalized autoregressive GAR(2) model with index.
by: Shitan, Mahendran, et al.
Published: (2009) -
Maximum; Likelihood Estimation For The Non-Separable Spatial Unilateral Autoregressive Model.
by: Awang, Norhashidah, et al.
Published: (2008) -
Time series properties of the class of generalized first-order autoregressive processes with moving average errors
by: Peiris, Shelton, et al.
Published: (2009) -
Time series properties of the class of generalized first order autoregressive processes with moving average errors
by: Shitan, Mahendran, et al.
Published: (2011)