On robust estimation for slope in linear functional relationship model
In this paper, we propose a robust parameter estimation method for the linear functional relationship model. We improved the maximum likelihood estimation using robust estimators and robust correlation coefficients to estimate the slope parameter. The performance of the propose method, MMLE, is comp...
| Main Authors: | Azuraini Mohd Arif, Yong Zulina Zubairi, Abdul Ghapor Hussin |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2019
|
| Online Access: | http://journalarticle.ukm.my/13073/ http://journalarticle.ukm.my/13073/1/27%20Azuraini%20Mohd%20Arif.pdf |
Similar Items
Outlier detection in balanced replicated linear functional relationship model
by: Azuraini Mohd Arif,, et al.
Published: (2022)
by: Azuraini Mohd Arif,, et al.
Published: (2022)
Missing value estimation methods for data in linear
functional relationship model
by: Adilah Abdul Ghapor,, et al.
Published: (2017)
by: Adilah Abdul Ghapor,, et al.
Published: (2017)
Estimation of concentration parameter for simultaneous circular functional relationship model assuming unequal error variance
by: Nurkhairany Amyra Mokhtar,, et al.
Published: (2017)
by: Nurkhairany Amyra Mokhtar,, et al.
Published: (2017)
Identifying multiple outliers in linear functional relationship model using a robust clustering method
by: Adilah Abdul Ghapor,, et al.
Published: (2023)
by: Adilah Abdul Ghapor,, et al.
Published: (2023)
Parameter estimation and outlier detection in linear functional relationship model / Adilah Abdul Ghapor
by: Adilah, Abdul Ghapor
Published: (2017)
by: Adilah, Abdul Ghapor
Published: (2017)
On Robust Alternatives to the Maximum Likelihood Estimators
of a Linear Functional Relationship
by: Abdullah, Mokhtar
Published: (1989)
by: Abdullah, Mokhtar
Published: (1989)
Robust estimation of circular parameters
by: Mahmood, Ehab A., et al.
Published: (2016)
by: Mahmood, Ehab A., et al.
Published: (2016)
Understanding the behaviour of wind direction in Malaysia during monsoon seasons using replicated functional relationship in von Mises distribution
by: Nor Hafizah Moslim,, et al.
Published: (2021)
by: Nor Hafizah Moslim,, et al.
Published: (2021)
Load forecasting using combination model of multiple linear regression with neural network for Malaysian city
by: Nur Arina Bazilah Kamisan,, et al.
Published: (2018)
by: Nur Arina Bazilah Kamisan,, et al.
Published: (2018)
Modelling wind speed data in Pulau Langkawi with functional relationship
by: Nur Ain Al-Hameefatul Jamaliyatul,, et al.
Published: (2023)
by: Nur Ain Al-Hameefatul Jamaliyatul,, et al.
Published: (2023)
On the robust parameter estimation for linear model with autocorrelated errors
by: Midi, Habshah, et al.
Published: (2013)
by: Midi, Habshah, et al.
Published: (2013)
Preliminary estimators for robust non-linear regression estimation
by: Midi, Habshah
Published: (1999)
by: Midi, Habshah
Published: (1999)
Robust estimation technique and robust autocorrelation diagnostic for multiple Linear Regression Model with autocorrelated errors
by: Lim, Hock Ann
Published: (2014)
by: Lim, Hock Ann
Published: (2014)
A New Efficient Approximation for Concentration Parameter of Circular Data
by: Siti Zanariah, Satari, et al.
Published: (2015)
by: Siti Zanariah, Satari, et al.
Published: (2015)
A robust estimation of linear model with multiple high leverage points
by: Bagheri, A., et al.
Published: (2009)
by: Bagheri, A., et al.
Published: (2009)
Robust trimmed mean direction to estimate circular location parameter in the presence of outliers
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
Robust diagnostic and parameter estimation for multiple linear and panel data regression models
by: Sani, Muhammad
Published: (2018)
by: Sani, Muhammad
Published: (2018)
Finding the best circular distribution for southwesterly monsoon wind direction in Malaysia
by: Nur Arina Basilah Kamisan,, et al.
Published: (2010)
by: Nur Arina Basilah Kamisan,, et al.
Published: (2010)
Robust Kernel Density Function Estimation
by: Dadkhah, Kourosh
Published: (2010)
by: Dadkhah, Kourosh
Published: (2010)
Comparative study of clustering-based outliers detection methods in circularcircular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)
by: Siti Zanariah, Satari, et al.
Published: (2021)
Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah Satari,, et al.
Published: (2021)
by: Siti Zanariah Satari,, et al.
Published: (2021)
Comparative study of clustering-based outliers detection methods in circular-circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)
by: Siti Zanariah, Satari, et al.
Published: (2021)
Distributionally robust L1-estimation in multiple linear regression
by: Gong, Z., et al.
Published: (2018)
by: Gong, Z., et al.
Published: (2018)
A complex linear regression model
by: Abdul Ghapor Hussin,, et al.
Published: (2010)
by: Abdul Ghapor Hussin,, et al.
Published: (2010)
Robust diagnostics and parameter estimation in linear regression for high dimensional data
by: Abdul Wahab, Siti Zahariah
Published: (2023)
by: Abdul Wahab, Siti Zahariah
Published: (2023)
Robust Estimation of a Linearized Nonlinear Regression Model
with Heteroscedastic Errors:A Simulation Study
by: Midi, Habshah
Published: (1998)
by: Midi, Habshah
Published: (1998)
Some Statistical Characteristic of Malaysian Wind Direction Recorded at Maximum Wind Speed: 1999-2008
by: Siti Zanariah, Satari, et al.
Published: (2015)
by: Siti Zanariah, Satari, et al.
Published: (2015)
The dual Function Two Highly Robust Estimators Of Scale.
by: S.S., Syed Yahaya, et al.
Published: (2006)
by: S.S., Syed Yahaya, et al.
Published: (2006)
Determining optimal composition of fuzzy linear programming using robust non-linear membership function.
by: Vasant, Pandian, et al.
Published: (2007)
by: Vasant, Pandian, et al.
Published: (2007)
Confidence interval for parameters estimates in circular simultaneous functional relationship model (CSFRM) for equal variances using normal asymptotic and bootstrap confidence intervals
by: Fatin Najihah Badarisam,, et al.
Published: (2022)
by: Fatin Najihah Badarisam,, et al.
Published: (2022)
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)
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)
by: Midi, Habshah, et al.
Published: (2018)
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)
by: Mohd. Azmi, Nurulhuda Firdaus, et al.
Published: (2006)
Imputation techniques for incomplete load data based on seasonality and
orientation of the missing values
by: Nur Arina Bazilah Kamisan,, et al.
Published: (2020)
by: Nur Arina Bazilah Kamisan,, et al.
Published: (2020)
Robust circular distance and its application in the identification of outliers in the simple circular regression model
by: Mahmood, Ehab A., et al.
Published: (2017)
by: Mahmood, Ehab A., et al.
Published: (2017)
Robust detection of outliers in both response and explanatory variables of the simple circular regression model
by: Rana, Sohel, et al.
Published: (2016)
by: Rana, Sohel, et al.
Published: (2016)
A New Functional Relationship Model for Circular Variables
by: Siti Zanariah, Satari, et al.
Published: (2014)
by: Siti Zanariah, Satari, et al.
Published: (2014)
Linear regression model selection based on robust bootstrapping technique
by: Uraibi, Hassan Sami, et al.
Published: (2009)
by: Uraibi, Hassan Sami, et al.
Published: (2009)
A model-free robust sliding surface slope adjustment in sliding mode control for robot manipulator
by: Piltan, Farzin, et al.
Published: (2011)
by: Piltan, Farzin, et al.
Published: (2011)
Robust Iterative Fitting of Multilinear Models Based on Linear Programming
by: Vorobyov, S., et al.
Published: (2004)
by: Vorobyov, S., et al.
Published: (2004)
Similar Items
-
Outlier detection in balanced replicated linear functional relationship model
by: Azuraini Mohd Arif,, et al.
Published: (2022) -
Missing value estimation methods for data in linear
functional relationship model
by: Adilah Abdul Ghapor,, et al.
Published: (2017) -
Estimation of concentration parameter for simultaneous circular functional relationship model assuming unequal error variance
by: Nurkhairany Amyra Mokhtar,, et al.
Published: (2017) -
Identifying multiple outliers in linear functional relationship model using a robust clustering method
by: Adilah Abdul Ghapor,, et al.
Published: (2023) -
Parameter estimation and outlier detection in linear functional relationship model / Adilah Abdul Ghapor
by: Adilah, Abdul Ghapor
Published: (2017)