Robust diagnostic and robust estimation methods for fixed effect panel data model in presence of high leverage points and multicollinearity

The Diagnostic Robust Generalized Potential based on Minimum Volume Ellipsoid (MVE) is proposed in linear regression to detect high leverage points (HLPs). However, it takes a very long computational running time and also has small rate of swamping and masking effects. Hence the Improvised Diagno...

書誌詳細
第一著者:	Ismaeel, Shelan Saied
フォーマット:	学位論文
言語:	英語
出版事項:	2017
主題:	Robust statistics Multicollinearity
オンライン･アクセス:	http://psasir.upm.edu.my/id/eprint/68632/1/FS%202018%201%20-%20IR.pdf

類似資料

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)

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)

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

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

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

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

Identification of suitable explanatory variable in goldfeld-quandt test and robust inference under heteroscedasticity and high leverage points
著者:: Muhammadu, Adamu Adamu
出版事項: (2016)

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)

Robust diagnostic and estimation for binary logistic regression model in the presence of multicollinearity and high leverage points
著者:: Ariffin @ Mat Zin, Syaiba Balqish
出版事項: (2018)

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

Robust Kernel Density Function Estimation
著者:: Dadkhah, Kourosh
出版事項: (2010)

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

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

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

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

Dual response surface and robust design optimization based on penalty function method
著者:: Baba, Ishaq Abdullahi
出版事項: (2015)

Robust diagnostics and variable selection procedure based on modified reweighted fast consistent and high breakdown estimator for high dimensional data
著者:: Baba, Ishaq Abdullahi
出版事項: (2022)

Robust detection measures and robust parameter estimation methods in circular univariate and simple circular regression model
著者:: Mahmood, Ehab Abdulsalam
出版事項: (2017)

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

Improved Multivariate Control Charts with Robust Methods
著者:: Shabbak, Ashkan
出版事項: (2011)

Robust correlation coefficient based on robust scale and location estimator
著者:: Nur Amira, Zakaria
出版事項: (2018)

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

Harmony search-based robust optimal controller with prior defined structure
著者:: Rafieishahemabadi, Ali
出版事項: (2013)

The robustness of H statistic with hinge estimators as the location measures
著者:: Nur Faraidah, Muhammad Di
出版事項: (2014)

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 control charts via winsorized and trimmed estimators
著者:: Ayu, Abdul Rahman
出版事項: (2020)

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)

Design of robust particle swarm optimization - tuned fuzzy controller for a Single Axis Small Magnetic Levitation System
著者:: Hussein, Basheer Noaman
出版事項: (2010)

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

Robust linear discriminant analysis using MOM-Qn and WMOM-Qn estimators: Coordinate-wise approach
著者:: Melik, Hameedah Naeem
出版事項: (2017)

Inference and diagnostics for generalized exponential distribution with fixed and time-dependent covariates and interval censored data
著者:: Al Hakeem, Hussein Ali Ghaffoori
出版事項: (2022)

High breakdown estimator to robustify phase II control charts
著者:: Mohammadi, Mandana
出版事項: (2011)

New approaches in estimating linear regression model parameters in the presence of multicollinearity and outliers
著者:: Al-Mash, Mohammad Sabry Abo
出版事項: (2017)

Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
著者:: ., Mukhtar
出版事項: (2023)

Statistical Process Control Using Modified Robust Hotelling's T² Control Charts
著者:: Haddad, Firas Saleem Fares
出版事項: (2013)

A Robust high dimensional correlation matrices statistic for covariance singularity with outlier
著者:: Bahtiar Jamili, Zaini
出版事項: (2025)

Modified method for removing multicollinearity problem in multiple regression model
著者:: Yap, Sue Jinq
出版事項: (2014)

Efficient and Highly Robust Hotelling T² Control Charts Using Reweighted Mininum Vector Variance
著者:: Hazlina, Ali
出版事項: (2013)