The performance of robust heteroscedasticity consistent covariance matrix estimator
The weighted least squares (WLS) method together with heteroscedasticity consistent covariance matrix (HCCM) estimator is often used to estimate the parameters of a heteroscedastic regression model when the form of errors structure is unknown. However, WLS based on weight determined by hat matrix su...
| Main Authors: | Sani, Muhammad, Midi, Habshah, Arasan, Jayanthi |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Universiti Putra Malaysia Press
2019
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/70697/ http://psasir.upm.edu.my/id/eprint/70697/1/7.pdf |
Similar Items
Robust heteroscedasticity consistent covariance matrix estimator based on robust mahalanobis distance and diagnostic robust generalized potential weighting methods in linear regression
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
Robust parameter estimation for fixed effect panel data model in the presence of heteroscedasticity and high leverage points
by: Sani, Muhammad, et al.
Published: (2019)
by: Sani, Muhammad, et al.
Published: (2019)
The performance of a robust multistage estimator in nonlinear regression with heteroscedastic errors
by: Riazoshams, Hossein, et al.
Published: (2014)
by: Riazoshams, Hossein, et al.
Published: (2014)
On a robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2013)
by: Midi, Habshah, et al.
Published: (2013)
Robust Estimation of a Linearized Nonlinear Regression Model
with Heteroscedastic Errors:A Simulation Study
by: Midi, Habshah
Published: (1998)
by: Midi, Habshah
Published: (1998)
Interval estimations for parameters of gompertz model with time-dependent covariate and right censored data
by: Kaveh Kiani,, et al.
Published: (2012)
by: Kaveh Kiani,, et al.
Published: (2012)
The performance of robust estimator on linear regression
model having both continuous and categorical variables with
heteroscedastic errors
by: Midi, Habshah, et al.
Published: (2008)
by: Midi, Habshah, et al.
Published: (2008)
Two-step robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2014)
by: Midi, Habshah, et al.
Published: (2014)
The performance of robust weighted least squares in the presence of outliers and heteroscedastic errors
by: Midi, Habshah, et al.
Published: (2009)
by: Midi, Habshah, et al.
Published: (2009)
Interval estimation for parameters of a bivariate time varying covariate model
by: Arasan, Jayanthi
Published: (2009)
by: Arasan, Jayanthi
Published: (2009)
A robust modification of the Goldfeld-Quandt Test for the detection of heteroscedasticity in the presence of outliers
by: Rana, Md. Sohel, et al.
Published: (2008)
by: Rana, Md. Sohel, et al.
Published: (2008)
Bayesian estimation for Poisson process models with grouped data and covariate
by: Arasan, Jayanthi, et al.
Published: (2013)
by: Arasan, Jayanthi, et al.
Published: (2013)
Heteroscedastic nonlinear regression by using Tanh psi function
by: Midi, Habshah
Published: (2000)
by: Midi, Habshah
Published: (2000)
Robust feasible generalized least squares: A remedial measures of heteroscedasticity
by: Rana, Sohel, et al.
Published: (2015)
by: Rana, Sohel, et al.
Published: (2015)
Robust multicollinearity diagnostic measures based on minimum covariance determinants approach
by: Midi, Habshah, et al.
Published: (2013)
by: Midi, Habshah, et al.
Published: (2013)
Estimation of regression parameters in the presence of heteroscedasticity with unknown form (HWUF)
by: Rana, Md. Sohel, et al.
Published: (2009)
by: Rana, Md. Sohel, et al.
Published: (2009)
Robust Diagnostics and Estimation in Heteroscedastic Regression Model in the Presence of Outliers
by: Rana, Md. Sohel
Published: (2010)
by: Rana, Md. Sohel
Published: (2010)
Alternative interval estimation for parameters of bivariate exponential model with time varying covariate
by: Arasan, Jayanthi, et al.
Published: (2008)
by: Arasan, Jayanthi, et al.
Published: (2008)
Bootstrap intervals in the presence of left-truncation, censoring and covariates with a parametric distribution
by: Thirunanthini Manoharan,, et al.
Published: (2017)
by: Thirunanthini Manoharan,, et al.
Published: (2017)
Bootstrap intervals in the presence of left-truncation, censoring and covariates with a parametric distribution
by: Manoharan, Thirunanthini, et al.
Published: (2017)
by: Manoharan, Thirunanthini, et al.
Published: (2017)
The TSR-MM based on robust location and scales measures in dual response optimization in the presence of outliers and heteroscedastic errors
by: Mustafa, Mohd Shafie, et al.
Published: (2019)
by: Mustafa, Mohd Shafie, et al.
Published: (2019)
On the performance of fast robust variance inflation factor based on index set equality
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
Robust trimmed mean direction to estimate circular location parameter in the presence of outliers
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
Visual simulation approach in robust regression for models having both continuous and categorical variables in the presence of outliers and heteroscedasticity problems
by: A. Talib, Bashar, et al.
Published: (2009)
by: A. Talib, Bashar, et al.
Published: (2009)
A resampling method for estimating the covariance matrix in semiparametric accelerated failure time model with interval censored data
by: Karimi, Mostafa, et al.
Published: (2016)
by: Karimi, Mostafa, et al.
Published: (2016)
Parametric survival model in the presence of left-truncation and case-k interval censoring with fixed covariate
by: Arasan, Jayanthi, et al.
Published: (2015)
by: Arasan, Jayanthi, et al.
Published: (2015)
Simulation of left-truncated and case-k interval censored survival data with time-varying covariates
by: Manoharan, Thirunanthini, et al.
Published: (2016)
by: Manoharan, Thirunanthini, et al.
Published: (2016)
Estimation of parameters in heteroscedastic multiple regression model using leverage based near-neighbors.
by: Midi, Habshah, et al.
Published: (2009)
by: Midi, Habshah, et al.
Published: (2009)
Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate
by: Manoharan, Thirunanthini, et al.
Published: (2020)
by: Manoharan, Thirunanthini, et al.
Published: (2020)
The performance of mediation analysis based on robust estimator
by: Midi, Habshah, et al.
Published: (2008)
by: Midi, Habshah, et al.
Published: (2008)
The performance of mediation analysis based on
robust estimator
by: Habshah Midi ,, et al.
Published: (2008)
by: Habshah Midi ,, et al.
Published: (2008)
Preliminary estimators for robust non-linear regression estimation
by: Midi, Habshah
Published: (1999)
by: Midi, Habshah
Published: (1999)
Robust estimation for fixed and random effects panel data models with different centering methods
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
Robust estimation of regression parameters with heteroscedastic errors in the presence of outliers (presented at the 8th WSEAS international conference on applied computer and computational science, Hangzhou China, 20-22 May 2009)
by: Midi, Habshah, et al.
Published: (2009)
by: Midi, Habshah, et al.
Published: (2009)
Repairable system model with time dependent covariate
by: Arasan, Jayanthi, et al.
Published: (2010)
by: Arasan, Jayanthi, et al.
Published: (2010)
Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors
by: Riazoshams, Hossein
Published: (2010)
by: Riazoshams, Hossein
Published: (2010)
Modeling repairable system failures with repair effect and time dependent covariates.
by: Arasan, Jayanthi, et al.
Published: (2011)
by: Arasan, Jayanthi, et al.
Published: (2011)
Parameter estimation for the generalized exponential distribution in the presence of interval censored data and covariate
by: AL-Hakeem, Hussein Ali, et al.
Published: (2022)
by: AL-Hakeem, Hussein Ali, et al.
Published: (2022)
Fast and robust diagnostic technique for the detection of high leverage points
by: Midi, Habshah, et al.
Published: (2020)
by: Midi, Habshah, et al.
Published: (2020)
Survival model of a parallel system with dependent failures and time varying covariates
by: Arasan, Jayanthi, et al.
Published: (2008)
by: Arasan, Jayanthi, et al.
Published: (2008)
Similar Items
-
Robust heteroscedasticity consistent covariance matrix estimator based on robust mahalanobis distance and diagnostic robust generalized potential weighting methods in linear regression
by: Midi, Habshah, et al.
Published: (2018) -
Robust parameter estimation for fixed effect panel data model in the presence of heteroscedasticity and high leverage points
by: Sani, Muhammad, et al.
Published: (2019) -
The performance of a robust multistage estimator in nonlinear regression with heteroscedastic errors
by: Riazoshams, Hossein, et al.
Published: (2014) -
On a robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2013) -
Robust Estimation of a Linearized Nonlinear Regression Model
with Heteroscedastic Errors:A Simulation Study
by: Midi, Habshah
Published: (1998)