Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors

The ordinary Nonlinear Least Squares (NLLS) and the Maximum Likelihood Estimator (MLE) techniques are often used to estimate the parameters of nonlinear models. Unfortunately, many researchers are not aware of the consequences of using such estimators when outliers are present in the data. The prob...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Riazoshams, Hossein
التنسيق:	أطروحة
اللغة:	الإنجليزية الإنجليزية
منشور في:	2010
الموضوعات:	Outliers (Statistics) Regression analysis - Mathematical models. Autocorrelation (Statistics)
الوصول للمادة أونلاين:	http://psasir.upm.edu.my/id/eprint/19681/1/IPM_2010_13.pdf

مواد مشابهة

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

Robust Diagnostics and Estimation in Heteroscedastic Regression Model in the Presence of Outliers
حسب: Rana, Md. Sohel
منشور في: (2010)

Robust variable selection methods for large- scale data in the presence of multicollinearity, autocorrelated errors and outliers
حسب: Uraibi, Hassan S.
منشور في: (2016)

Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers
حسب: Hendi, Hasan Talib Hendi.
منشور في: (2023)

Robust outlier detection and estimation in response surface methodology
حسب: Mustafa, Mohd Shafie
منشور في: (2015)

Weighted Maximum Median Likelihood Estimation For Parameters In Multiple Linear Regression Model
حسب: Mohamed Ramli, Norazan
منشور في: (2008)

Robust estimation methods for fixed effect panel data model having block-concentrated outliers
حسب: Abu Bakar @ Harun, Nor Mazlina
منشور في: (2019)

Robust Estimation Methods And Outlier Detection In Mediation Models
حسب: Fitrianto, Anwar
منشور في: (2010)

Robust estimation and detection of outliers in simultaneous regression model
حسب: Mahdi, Orooba Mohsin
منشور في: (2016)

Robust diagnostic and parameter estimation for multiple linear and panel data regression models
حسب: Sani, Muhammad
منشور في: (2018)

Outliers identification and robust estimation method in analysis of crossed gage repeatability and reproducibility, random effect model
حسب: Saupi, Ahmad Azizi
منشور في: (2020)

Robust Regression with Continuous and Categorical Variables Having Heteroscedastic Non-Normal Errors
حسب: Majeed Al-Talib, Bashar Abdul Aziz
منشور في: (2006)

Robust Random Regression Imputation method for missing data in the presence of outliers
حسب: John, Ahamefule Happy
منشور في: (2013)

Modified sequential fences for identifying univariate outliers
حسب: Wong, Hui Shein
منشور في: (2016)

Robust control charts for change points detection in presence of outliers
حسب: Ng, Kooi Huat
منشور في: (2012)

Goodness-Of-Fit Test For Standard Logistics Distribution With Outliers
حسب: Lim, Fong Peng
منشور في: (2010)

Robust Diagnostics In Logistic Regression Model
حسب: Ariffin @ Mat Zin, Syaiba Balqish
منشور في: (2010)

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

Robust techniques for linear regression with multicollinearity and outliers
حسب: Mohammed, Mohammed Abdulhussein
منشور في: (2016)

Term frequency and inverse document frequency with position score and mean value for mining web content outliers
حسب: Wan Zulkifeli, Wan Rusila
منشور في: (2013)

Linear regression for data having multicollinearity, heteroscedasticity and outliers
حسب: Rasheed, Bello AbdulKadiri
منشور في: (2017)

Robust diagnostics and estimation for dual response surface function with eteroscedastic errors using new optimization technique in the presence of outliers
حسب: Ab. Aziz, Nasuhar
منشور في: (2022)

Robust Estimation Methods and Robust Multicollinearity Diagnostics for Multiple Regression Model in the Presence of High Leverage Collinearity-Influential Observations
حسب: Bagheri, Arezoo
منشور في: (2011)

Identification of suitable explanatory variable in goldfeld-quandt test and robust inference under heteroscedasticity and high leverage points
حسب: Muhammadu, Adamu Adamu
منشور في: (2016)

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

Bayesian logistic regression model on risk factors of type 2 diabetes mellitus
حسب: Chiaka, Emenyonu Sandra
منشور في: (2016)

Predicting research fund management performance using logistic regression: A case study of Universiti Tun Hussein Onn Malaysia (UTHM) research projects / Siti Nabilah Syuhada Abdullah
حسب: Abdullah, Siti Nabilah Syuhada
منشور في: (2014)

Modelling of surface air temperature elements: integration of multiple regression model and spatial interpolation technique / Fariza Yunus
حسب: Yunus, Fariza
منشور في: (2014)

Support vector machine and its applications for linear and nonlinear regression in the presence of outliers of high dimensional data
حسب: Sleabi, Waleed Dhhan
منشور في: (2016)

Robust Kernel Density Function Estimation
حسب: Dadkhah, Kourosh
منشور في: (2010)

Robust diagnostic and robust estimation methods for fixed effect panel data model in presence of high leverage points and multicollinearity
حسب: Ismaeel, Shelan Saied
منشور في: (2017)

Dual response surface and robust design optimization based on penalty function method
حسب: Baba, Ishaq Abdullahi
منشور في: (2015)

Comparison between specifications of linear regression and spatial-temporal autoregressive models in mass appraisal valuation for single storey residential property
حسب: Jahanshiri, Ebrahim
منشور في: (2013)

A Robust high dimensional correlation matrices statistic for covariance singularity with outlier
حسب: Bahtiar Jamili, Zaini
منشور في: (2025)

Robust correlation coefficient based on robust scale and location estimator
حسب: Nur Amira, Zakaria
منشور في: (2018)

Estimation of the Base Hazard Function by Bootstrapping
حسب: Arlin, Rifina
منشور في: (2004)

The robustness of H statistic with hinge estimators as the location measures
حسب: Nur Faraidah, Muhammad Di
منشور في: (2014)

Bayesian survival and hazard estimates for Weibull regression with censored data using modified Jeffreys prior
حسب: Ahmed, Al Omari Mohammed
منشور في: (2013)

Robust spatial diagnostic method and parameter estimation for spatial big data regression model
حسب: Ali, Mohammed Baba
منشور في: (2022)

Development of robust procedures for partial least square regression with application to near infrared spectral data
حسب: Silalahi, Divo Dharma
منشور في: (2021)