Preliminary estimators for robust non-linear regression estimation

QR Code

Preliminary estimators for robust non-linear regression estimation

In this paper, the robustness of weighted non-linear least-squares estimation based on some preliminary estimators is examined. The preliminary estimators are the L-norm estimates proposed by Schlossmacher, by El-Attar et al., by Koenker and Park, and by Lawrence and Arthur. A numerical example is p...

Full description

Bibliographic Details
Main Author:	Midi, Habshah
Format:	Article
Published:	Carfax Publishing Company 1999
Online Access:	http://psasir.upm.edu.my/id/eprint/116283/

Similar Items

Robust Estimation of a Linearized Nonlinear Regression Model with Heteroscedastic Errors:A Simulation Study
by: Midi, Habshah
Published: (1998)

The performance of clustering approach with robust mm-estimator for multiple outlier detection in linear regression
by: Mohd. Azmi, Nurulhuda Firdaus, et al.
Published: (2006)

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)

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)

The performance of a robust multistage estimator in nonlinear regression with heteroscedastic errors
by: Riazoshams, Hossein, et al.
Published: (2014)

The performance of classical and robust logistic regression estimators in the presence of outliers
by: Midi, Habshah, et al.
Published: (2012)

Robust estimators in logistic regression: A comparatives simulation study.
by: Midi, Habshah, et al.
Published: (2010)

A robust estimation of linear model with multiple high leverage points
by: Bagheri, A., et al.
Published: (2009)

On the robust parameter estimation for linear model with autocorrelated errors
by: Midi, Habshah, et al.
Published: (2013)

On a robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2013)

Weighted high leverage collinear robust ridge estimator in logistic regression model
by: Ariffin, Syaiba Balqish, et al.
Published: (2018)

The performance of robust two-stage estimator in nonlinear regression with autocorrelated error.
by: Riazoshams, Hossein, et al.
Published: (2010)

Two-step robust estimator in heteroscedastic regression model in the presence of outliers
by: Midi, Habshah, et al.
Published: (2014)

Distributionally robust L1-estimation in multiple linear regression
by: Gong, Z., et al.
Published: (2018)

Robust estimator to deal with regression models having both continuous and categorical regressors: a simulation study
by: A. Talib, Bashar, et al.
Published: (2009)

Robust diagnostics and parameter estimation in linear regression for high dimensional data
by: Abdul Wahab, Siti Zahariah
Published: (2023)

Bootstrap Methods in a Class of Non-Linear Regression Models
by: Midi, Habshah
Published: (2000)

The performance of mediation analysis based on robust estimator
by: Habshah Midi ,, et al.
Published: (2008)

The performance of mediation analysis based on robust estimator
by: Midi, Habshah, et al.
Published: (2008)

Robust estimation of circular parameters
by: Mahmood, Ehab A., et al.
Published: (2016)

Robust estimation technique and robust autocorrelation diagnostic for multiple Linear Regression Model with autocorrelated errors
by: Lim, Hock Ann
Published: (2014)

Robust diagnostic and parameter estimation for multiple linear and panel data regression models
by: Sani, Muhammad
Published: (2018)

Incorporating some resistant estimators into robust design
by: Majid, Amani, et al.
Published: (2009)

Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression
by: Midi, Habshah, et al.
Published: (2018)

Vector regression estimation and linear transformation
by: Daoud, Jamal Ibrahim, et al.
Published: (2008)

Vector Regression Estimation and Linear Transformation
by: Usman, Mustofa, et al.
Published: (2006)

The performance of robust heteroscedasticity consistent covariance matrix estimator
by: Sani, Muhammad, et al.
Published: (2019)

Linear regression model selection based on robust bootstrapping technique
by: Uraibi, Hassan Sami, et al.
Published: (2009)

Robust bootstrap procedure for estimation of binary logistic regression model in the presence of high leverage points with medical applications
by: Ariffin, Syaiba Balqish, et al.
Published: (2021)

Multivariate control chart based on robust estimator
by: Habshah Midi,, et al.
Published: (2009)

Multivariate control chart based on robust estimator
by: Midi, Habshah, et al.
Published: (2009)

Robust stability best subset selection for autocorrelated data based on robust location and dispersion estimator
by: Uraibi, Hassan S., et al.
Published: (2015)

Robust estimations as a remedy for multicollinearity caused by multiple high leverage points
by: Bagheri, Arezoo, et al.
Published: (2009)

Robust bootstrap approach to estimate bias and RMSE of indirect effects in mediation analysis
by: Fitrianto, Anwar, et al.
Published: (2010)

Robust estimation and detection of outliers in simultaneous regression model
by: Mahdi, Orooba Mohsin
Published: (2016)

Robust bootstrap methods in logistic regression model
by: Ariffin, Syaiba Balqish, et al.
Published: (2012)

Estimating regression coefficients using weighted bootstrap with probability.
by: Mohamed Ramli, Norazan, et al.
Published: (2009)

The performance of mutual information for mixture of bivariate normal disatributions based on robust kernel estimation.
by: Dadkhah, Kourosh, et al.
Published: (2010)

Robust estimation for fixed and random effects panel data models with different centering methods
by: Midi, Habshah, et al.
Published: (2018)

Robust diagnostics and parameter estimation methods in linear and nonlinear regression based on nu support vector regression for high dimensional data
by: Rashid, Al-Dulaimi Abdullah Mohammed
Published: (2022)