Estimation of the memory parameters of the fractionally integrated separable spatial autoregressive (FISSAR(1,1)) model : a simulation study.
In this article, we implement the regression method for estimating (d1,d2) of the FISSAR(1,1) model. It is also possible to estimate d1 and d2 by Whittle’s method. We also compute the estimated bias, standard error, and root mean square error by a simulation study. A comparison was made between the...
| Main Authors: | Ghodsi, Alireza, Shitan, Mahendran |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
Taylor & Francis
2009
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/14574/ http://psasir.upm.edu.my/id/eprint/14574/1/Estimation%20of%20the%20memory%20parameters%20of%20the%20fractionally%20integrated%20separable%20spatial%20autoregressive.pdf |
Similar Items
First-order fractionally integrated non-separable spatial autoregressive (FINSSAR(1,1)) model and some of its properties
by: Ghodsi, Alireza, et al.
Published: (2013)
by: Ghodsi, Alireza, et al.
Published: (2013)
A simulation study of the covariance and correlation properties of the Fractionally Integrated Separable Spatial Autoregressive (FISSAR) model
by: Shitan, Mahendran, et al.
Published: (2009)
by: Shitan, Mahendran, et al.
Published: (2009)
Fractionally Integrated Separable Spatial Autoregressive (FISSAR) Model and Some of Its Properties
by: Shitana, Mahendran
Published: (2008)
by: Shitana, Mahendran
Published: (2008)
A first-order spatial integer-valued autoregressive SINAR(1,1) model
by: Ghodsi, Alireza, et al.
Published: (2010)
by: Ghodsi, Alireza, et al.
Published: (2010)
A first-order spatial integer-valued autoregressive SINAR(1,1) model.
by: Ghodsi, Alireza, et al.
Published: (2012)
by: Ghodsi, Alireza, et al.
Published: (2012)
Autocovariance function of the Fractionally Integrated Separable Spatial ARMA (FISSARMA) models
by: Ghodsi, Alireza, et al.
Published: (2015)
by: Ghodsi, Alireza, et al.
Published: (2015)
Some properties of the normalized periodogram of a fractionally integrated separable spatial ARMA (FISSARMA) model
by: Ghodsi, Alireza, et al.
Published: (2013)
by: Ghodsi, Alireza, et al.
Published: (2013)
Maximum; Likelihood Estimation For The Non-Separable Spatial Unilateral Autoregressive Model.
by: Awang, Norhashidah, et al.
Published: (2008)
by: Awang, Norhashidah, et al.
Published: (2008)
Properties and Estimation Fractionally Integrated Spatial Models and Non-Negative Integer-Valued Autoregressive Spatial Models
by: Ghodsi, Ali Reza
Published: (2011)
by: Ghodsi, Ali Reza
Published: (2011)
A note on the properties of Generalised Separable spatial autoregressive process
by: Shitan, Mahendran, et al.
Published: (2009)
by: Shitan, Mahendran, et al.
Published: (2009)
First-order random coefficient autoregressive (RCA(1)) model : joint Whittle estimation and information.
by: Shitan, Mahendran, et al.
Published: (2014)
by: Shitan, Mahendran, et al.
Published: (2014)
Approximate asymptotic variance-covariance matrix for the whittle estimators of GAR(1) parameters
by: Shitan, Mahendran, et al.
Published: (2013)
by: Shitan, Mahendran, et al.
Published: (2013)
Modelling polio data using the first order non-negative integer-valued autoregressive INAR(1) model.
by: Vazifedan, Turaj, et al.
Published: (2012)
by: Vazifedan, Turaj, et al.
Published: (2012)
Spatial regression with conditional autoregressive (CAR) errors for annual mean relative humidity in Peninsular Malaysia
by: Shitan, Mahendran, et al.
Published: (2009)
by: Shitan, Mahendran, et al.
Published: (2009)
Bootstrap Methods To Evaluate The Efficiency Of The Estimators Of The Spatial Unilateral AR(1,1) Model
by: Siregar, Latifah Rahayu
Published: (2011)
by: Siregar, Latifah Rahayu
Published: (2011)
Generalized Autoregressive (GAR) Model: A Comparison of Maximum Likelihood and Whittle Estimation Procedures Using a Simulation Study.
by: Shitan, Mahendran, et al.
Published: (2008)
by: Shitan, Mahendran, et al.
Published: (2008)
Parameter estimation of smooth threshold autoregressive models.
by: Nur, Darfiana
Published: (1998)
by: Nur, Darfiana
Published: (1998)
A note on the variance of generalized first order autoregressive processes with moving average errors
by: Shitan, Mahendran
Published: (2008)
by: Shitan, Mahendran
Published: (2008)
On properties of the second order generalized autoregressive GAR(2) model with index.
by: Shitan, Mahendran, et al.
Published: (2009)
by: Shitan, Mahendran, et al.
Published: (2009)
Impact of dependence on parameter estimates of autoregressive process with Gumbel distributed innovation
by: Samuel, Bako Sunday, et al.
Published: (2018)
by: Samuel, Bako Sunday, et al.
Published: (2018)
Some conditions of the second-order spatial unilateral autoregressive moving average model and model parameters estimation for data with missing observations
by: Abdullah, Saidatulnisa
Published: (2013)
by: Abdullah, Saidatulnisa
Published: (2013)
Time series properties of the class of generalized first-order autoregressive processes with moving average errors
by: Peiris, Shelton, et al.
Published: (2009)
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)
by: Shitan, Mahendran, et al.
Published: (2011)
Performance of autoregressive order selection criteria: a simulation study
by: Liew, Venus Khim-Sen, et al.
Published: (2008)
by: Liew, Venus Khim-Sen, et al.
Published: (2008)
Bootstrap Technique For Examining The Properties Of The Maximum Likelihood Estimator Of The Spatial Unilateral Autoregressive Model.
by: Awang, Norhashidah, et al.
Published: (2009)
by: Awang, Norhashidah, et al.
Published: (2009)
Volatility model estimations of palm oil price returns via long-memory, asymmetric and heavy-tailed GARCH parameterization
by: Hasanov, Akram, et al.
Published: (2014)
by: Hasanov, Akram, et al.
Published: (2014)
Review of parameter estimation techniques for time-varying autoregressive models of biomedical signals
by: Najeeb, Athaur Rahman, et al.
Published: (2016)
by: Najeeb, Athaur Rahman, et al.
Published: (2016)
Application of GARMA(1,1;1,d) model to GDP in Malaysia: An illustrative example.
by: Shitan, Mahendran, et al.
Published: (2011)
by: Shitan, Mahendran, et al.
Published: (2011)
Positive Solutions for (n - 1,1) -Type Singular Fractional Differential System with Coupled Integral Boundary Conditions
by: Wang, Y., et al.
Published: (2014)
by: Wang, Y., et al.
Published: (2014)
4-Benzyloxy-1,1'-biphenyl
by: Adam, Farook, et al.
Published: (2016)
by: Adam, Farook, et al.
Published: (2016)
Estimation of the Autoregressive Order in the Presence of Measurement Errors
by: Terence, Tai-Leung Chong, et al.
Published: (2006)
by: Terence, Tai-Leung Chong, et al.
Published: (2006)
Estimation of the Autoregressive Order in the Presence of Measurement Errors
by: Terence, Tai-Leung Chong, et al.
Published: (2006)
by: Terence, Tai-Leung Chong, et al.
Published: (2006)
Kernel density estimation for spatial processes: the L_1 theory
by: Hallin, M., et al.
Published: (2004)
by: Hallin, M., et al.
Published: (2004)
Performance of Autoregressive Order Selection Criteria:
A Simulation Study
by: Liew, Venus Khim-Sen, et al.
Published: (2008)
by: Liew, Venus Khim-Sen, et al.
Published: (2008)
Spatial quantile autoregressive model : case study of income inequality in Indonesia
by: Lusiana, Evellin Dewi, et al.
Published: (2022)
by: Lusiana, Evellin Dewi, et al.
Published: (2022)
Synthesis, Chemistry and Structure of Some 1,1-Dimethylcyclopropazulenes
by: Payne, Alan, et al.
Published: (2016)
by: Payne, Alan, et al.
Published: (2016)
Synthesis and properties of the ivyanes: the parent 1,1-oligocyclopropanes
by: Bojase, G., et al.
Published: (2011)
by: Bojase, G., et al.
Published: (2011)
1,1-Diethyl-3-(4-methoxybenzoyl)thiourea
by: Al-Abbasi, Aisha A., et al.
Published: (2011)
by: Al-Abbasi, Aisha A., et al.
Published: (2011)
Comparison of forecasting performance between MODWT-GARCH(1,1) and MODWT-EGARCH(1,1) models: Evidence from African stock markets
by: Ismail, Mohd Tahir, et al.
Published: (2016)
by: Ismail, Mohd Tahir, et al.
Published: (2016)
Probability models for the distribution of copepods in different coastal ecosystems along the straits of Malacca.
by: Matias-Peralta, Hazel Monica, et al.
Published: (2012)
by: Matias-Peralta, Hazel Monica, et al.
Published: (2012)
Similar Items
-
First-order fractionally integrated non-separable spatial autoregressive (FINSSAR(1,1)) model and some of its properties
by: Ghodsi, Alireza, et al.
Published: (2013) -
A simulation study of the covariance and correlation properties of the Fractionally Integrated Separable Spatial Autoregressive (FISSAR) model
by: Shitan, Mahendran, et al.
Published: (2009) -
Fractionally Integrated Separable Spatial Autoregressive (FISSAR) Model and Some of Its Properties
by: Shitana, Mahendran
Published: (2008) -
A first-order spatial integer-valued autoregressive SINAR(1,1) model
by: Ghodsi, Alireza, et al.
Published: (2010) -
A first-order spatial integer-valued autoregressive SINAR(1,1) model.
by: Ghodsi, Alireza, et al.
Published: (2012)