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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Ismaeel, Shelan Saied
التنسيق:	أطروحة
اللغة:	الإنجليزية
منشور في:	2017
الموضوعات:	Robust statistics Multicollinearity
الوصول للمادة أونلاين:	http://psasir.upm.edu.my/id/eprint/68632/1/FS%202018%201%20-%20IR.pdf

مواد مشابهة

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)

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

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

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

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

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

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

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

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

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

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

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

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

Robust diagnostics and variable selection procedure based on modified reweighted fast consistent and high breakdown estimator for high dimensional data
حسب: Baba, Ishaq Abdullahi
منشور في: (2022)

Robust detection measures and robust parameter estimation methods in circular univariate and simple circular regression model
حسب: Mahmood, Ehab Abdulsalam
منشور في: (2017)

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

Improved Multivariate Control Charts with Robust Methods
حسب: Shabbak, Ashkan
منشور في: (2011)

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

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

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

Harmony search-based robust optimal controller with prior defined structure
حسب: Rafieishahemabadi, Ali
منشور في: (2013)

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

Outlier Detections and Robust Estimation Methods for Nonlinear Regression Model Having Autocorrelated and Heteroscedastic Errors
حسب: Riazoshams, Hossein
منشور في: (2010)

Robust control charts via winsorized and trimmed estimators
حسب: Ayu, Abdul Rahman
منشور في: (2020)

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

Design of robust particle swarm optimization - tuned fuzzy controller for a Single Axis Small Magnetic Levitation System
حسب: Hussein, Basheer Noaman
منشور في: (2010)

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

Robust linear discriminant analysis using MOM-Qn and WMOM-Qn estimators: Coordinate-wise approach
حسب: Melik, Hameedah Naeem
منشور في: (2017)

Inference and diagnostics for generalized exponential distribution with fixed and time-dependent covariates and interval censored data
حسب: Al Hakeem, Hussein Ali Ghaffoori
منشور في: (2022)

High breakdown estimator to robustify phase II control charts
حسب: Mohammadi, Mandana
منشور في: (2011)

New approaches in estimating linear regression model parameters in the presence of multicollinearity and outliers
حسب: Al-Mash, Mohammad Sabry Abo
منشور في: (2017)

Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
حسب: ., Mukhtar
منشور في: (2023)

Statistical Process Control Using Modified Robust Hotelling's T² Control Charts
حسب: Haddad, Firas Saleem Fares
منشور في: (2013)

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

Modified method for removing multicollinearity problem in multiple regression model
حسب: Yap, Sue Jinq
منشور في: (2014)

Efficient and Highly Robust Hotelling T² Control Charts Using Reweighted Mininum Vector Variance
حسب: Hazlina, Ali
منشور في: (2013)