Weighted Maximum Median Likelihood Estimation For Parameters In Multiple Linear Regression Model

The performance of the Maximum Median Likelihood Estimator (MML) proposed by Hao (1992) is very inconsistent and sensitive to outliers, which results in biased parameter estimates. We propose Weighted Maximum Median Likelihood (WMML) estimators as alternatives. The basic idea in the WMML estimation...

書誌詳細
第一著者:	Mohamed Ramli, Norazan
フォーマット:	学位論文
言語:	英語英語
出版事項:	2008
主題:	Regression analysis. Outliers (Statistics).
オンライン･アクセス:	http://psasir.upm.edu.my/id/eprint/5148/1/FS_2008_33.pdf

類似資料

Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers
著者:: Hendi, Hasan Talib Hendi.
出版事項: (2023)

Robust diagnostic and parameter estimation for multiple linear and panel data regression models
著者:: Sani, Muhammad
出版事項: (2018)

Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors
著者:: Riazoshams, Hossein
出版事項: (2010)

Robust estimation and detection of outliers in simultaneous regression model
著者:: Mahdi, Orooba Mohsin
出版事項: (2016)

Robust Diagnostics In Logistic Regression Model
著者:: Ariffin @ Mat Zin, Syaiba Balqish
出版事項: (2010)

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

Modelling of surface air temperature elements: integration of multiple regression model and spatial interpolation technique / Fariza Yunus
著者:: Yunus, Fariza
出版事項: (2014)

Robust techniques for linear regression with multicollinearity and outliers
著者:: Mohammed, Mohammed Abdulhussein
出版事項: (2016)

Robust outlier detection and estimation in response surface methodology
著者:: Mustafa, Mohd Shafie
出版事項: (2015)

Robust Diagnostics and Estimation in Heteroscedastic Regression Model in the Presence of Outliers
著者:: Rana, Md. Sohel
出版事項: (2010)

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

Robust Estimation Methods And Outlier Detection In Mediation Models
著者:: Fitrianto, Anwar
出版事項: (2010)

Robust Random Regression Imputation method for missing data in the presence of outliers
著者:: John, Ahamefule Happy
出版事項: (2013)

Robust estimation methods for fixed effect panel data model having block-concentrated outliers
著者:: Abu Bakar @ Harun, Nor Mazlina
出版事項: (2019)

Outliers identification and robust estimation method in analysis of crossed gage repeatability and reproducibility, random effect model
著者:: Saupi, Ahmad Azizi
出版事項: (2020)

Cadaveric body weight estimation from regression analysis of corpse length and anterior abdominal subcutaneous fat thickness using postmortem computed tomography
著者:: Zyoud, Tawfiq Y. T.
出版事項: (2020)

An enhanced weighted method with unique priority value for test case prioritization in regression testing
著者:: Najim, Asmaa Ammar
出版事項: (2017)

Robust variable selection methods for large- scale data in the presence of multicollinearity, autocorrelated errors and outliers
著者:: Uraibi, Hassan S.
出版事項: (2016)

Support vector machine and its applications for linear and nonlinear regression in the presence of outliers of high dimensional data
著者:: Sleabi, Waleed Dhhan
出版事項: (2016)

Bayesian logistic regression model on risk factors of type 2 diabetes mellitus
著者:: Chiaka, Emenyonu Sandra
出版事項: (2016)

Robust diagnostics and parameter estimation in linear regression for high dimensional data
著者:: Abdul Wahab, Siti Zahariah
出版事項: (2023)

Robust spatial diagnostic method and parameter estimation for spatial big data regression model
著者:: Ali, Mohammed Baba
出版事項: (2022)

Goodness-Of-Fit Test For Standard Logistics Distribution With Outliers
著者:: Lim, Fong Peng
出版事項: (2010)

Modified sequential fences for identifying univariate outliers
著者:: Wong, Hui Shein
出版事項: (2016)

Robust Regression with Continuous and Categorical Variables Having Heteroscedastic Non-Normal Errors
著者:: Majeed Al-Talib, Bashar Abdul Aziz
出版事項: (2006)

Regression analysis framework for material selection of natural fibre-reinforced polymer composites
著者:: Muhammad, Noryani
出版事項: (2019)

Robust estimation technique and robust autocorrelation diagnostic for multiple Linear Regression Model with autocorrelated errors
著者:: Lim, Hock Ann
出版事項: (2014)

Development of robust procedures for partial least square regression with application to near infrared spectral data
著者:: Silalahi, Divo Dharma
出版事項: (2021)

Likelihood Inference In Parallel Systems Regression Models With Censored Data
著者:: S.M.Baklizi, Ayman
出版事項: (1997)

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

Measures of influence and weighted partial likelihood estimation for cox proportional hazards regression
著者:: Loo, Rebecca Ting Jiin
出版事項: (2016)

Term frequency and inverse document frequency with position score and mean value for mining web content outliers
著者:: Wan Zulkifeli, Wan Rusila
出版事項: (2013)

Determining dengue risk factors in Selangor, Malaysia using regression approach
著者:: Ghani, Nurul Akmar
出版事項: (2020)

Bayesian survival and hazard estimates for Weibull regression with censored data using modified Jeffreys prior
著者:: Ahmed, Al Omari Mohammed
出版事項: (2013)

Combining Geometric Brownian Motion model and multiple linear regression model for predicting Kijang Emas selling price / Basyirah Che Mat
著者:: Che Mat, Basyirah
出版事項: (2016)

Robust control charts for change points detection in presence of outliers
著者:: Ng, Kooi Huat
出版事項: (2012)

Enhanced extreme learning machine for general regression and classification tasks
著者:: Mahmood, Saif F
出版事項: (2020)

A comparative study of maximum likelihood and bayesian estimation approaches in estimating of gamma frailty mixture survival model parameters
著者:: Oh, Yit Leng
出版事項: (2010)

Median polish techniques for analysing paired data
著者:: Ajoge, Idris
出版事項: (2017)

Robust Estimation Methods and Robust Multicollinearity Diagnostics for Multiple Regression Model in the Presence of High Leverage Collinearity-Influential Observations
著者:: Bagheri, Arezoo
出版事項: (2011)