Distributionally robust L1-estimation in multiple linear regression
Linear regression is one of the most important and widely used techniques in data analysis, for which a key step is the estimation of the unknown parameters. However, it is often carried out under the assumption that the full information of the error distribution is available. This is clearly unreal...
| Main Authors: | Gong, Z., Liu, C., Sun, Jie, Teo, Kok Lay |
|---|---|
| Format: | Journal Article |
| Published: |
Springer Verlag
2018
|
| Online Access: | http://purl.org/au-research/grants/arc/DP160102819 http://hdl.handle.net/20.500.11937/73292 |
Similar Items
Distributionally robust parameter identification of a time-delay dynamical system with stochastic measurements
by: Gong, Z., et al.
Published: (2019)
by: Gong, Z., et al.
Published: (2019)
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)
Robust diagnostic and parameter estimation for multiple linear and panel data regression models
by: Sani, Muhammad
Published: (2018)
by: Sani, Muhammad
Published: (2018)
Preliminary estimators for robust non-linear regression estimation
by: Midi, Habshah
Published: (1999)
by: Midi, Habshah
Published: (1999)
Robust parameter estimation for nonlinear multistage time-delay systems with noisy measurement data
by: Liu, C., et al.
Published: (2018)
by: Liu, C., 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)
A model of distributionally robust two-stage stochastic convex programming with linear recourse
by: Li, Bin, et al.
Published: (2018)
by: Li, Bin, et al.
Published: (2018)
A Distributionally Robust Approach to a Class of Three-Stage Stochastic Linear Programs
by: Li, Bin, et al.
Published: (2019)
by: Li, Bin, et al.
Published: (2019)
A distributionally robust linear receiver design for multi-access space-time block coded MIMO systems
by: Li, Bin, et al.
Published: (2017)
by: Li, Bin, et al.
Published: (2017)
Robust multi-objective optimal switching control arising in 1,3-propanediol microbial fed-batch process
by: Liu, Chongyang, et al.
Published: (2017)
by: Liu, Chongyang, et al.
Published: (2017)
Identifying multiple outliers in linear regression :
Robust fit and clustering approach
by: Adnan, Robiah, et al.
Published: (2001)
by: Adnan, Robiah, et al.
Published: (2001)
Robust time-delay estimation for nonlinear systems using inexact output
by: Gong, Z., et al.
Published: (2018)
by: Gong, Z., et al.
Published: (2018)
JMASM 46: Algorithm for comparison of robust regression methods in multiple linear regression by weighting least Square Regression
by: Mohd Ibrahim, Mohamad Shafiq, et al.
Published: (2017)
by: Mohd Ibrahim, Mohamad Shafiq, et al.
Published: (2017)
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)
A Distributionally Robust Minimum Variance Beamformer Design
by: Li, Bin, et al.
Published: (2017)
by: Li, Bin, et al.
Published: (2017)
JMASM39: Algorithm for combining robust and bootstrap in multiple linear model regression
by: Wan Ahmad, Wan Muhamad Amir, et al.
Published: (2016)
by: Wan Ahmad, Wan Muhamad Amir, et al.
Published: (2016)
Robust statistical procedures for multiple linear regression model in the presence of multicollinearity and outliers
by: Hendi, Hasan Talib Hendi.
Published: (2023)
by: Hendi, Hasan Talib Hendi.
Published: (2023)
Cluster-Based Estimators For
Multiple And Multivariate Linear
Regression Models
by: Alih, Ekele
Published: (2015)
by: Alih, Ekele
Published: (2015)
An application of robust method in multiple linear regression model toward credit card debt
by: Azmi, Nur Amira, et al.
Published: (2018)
by: Azmi, Nur Amira, et al.
Published: (2018)
Optimal linear regression estimator in the fitting of Weibull strength distribution
by: Nohut, S., et al.
Published: (2014)
by: Nohut, S., et al.
Published: (2014)
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 techniques for linear regression with multicollinearity and outliers
by: Mohammed, Mohammed Abdulhussein
Published: (2016)
by: Mohammed, Mohammed Abdulhussein
Published: (2016)
The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression
by: Midi, Habshah, et al.
Published: (2009)
by: Midi, Habshah, et al.
Published: (2009)
Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression
by: Midi, Habshah, et al.
Published: (2018)
by: Midi, Habshah, et al.
Published: (2018)
Weighted Maximum Median Likelihood Estimation For Parameters In Multiple Linear Regression Model
by: Mohamed Ramli, Norazan
Published: (2008)
by: Mohamed Ramli, Norazan
Published: (2008)
Robust Estimation of a Linearized Nonlinear Regression Model
with Heteroscedastic Errors:A Simulation Study
by: Midi, Habshah
Published: (1998)
by: Midi, Habshah
Published: (1998)
Robust Estimation Methods and Robust Multicollinearity Diagnostics for Multiple Regression Model in the Presence of High Leverage Collinearity-Influential Observations
by: Bagheri, Arezoo
Published: (2011)
by: Bagheri, Arezoo
Published: (2011)
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)
A numerical approach to infinite-dimensional linear programming in L1 spaces
by: Ito, S., et al.
Published: (2009)
by: Ito, S., et al.
Published: (2009)
Robust diagnostics and parameter estimation methods in linear and nonlinear regression based on nu support vector regression for high dimensional data
by: Rashid, Al-Dulaimi Abdullah Mohammed
Published: (2022)
by: Rashid, Al-Dulaimi Abdullah Mohammed
Published: (2022)
Vector regression estimation and linear transformation
by: Daoud, Jamal Ibrahim, et al.
Published: (2008)
by: Daoud, Jamal Ibrahim, et al.
Published: (2008)
Vector Regression Estimation and Linear Transformation
by: Usman, Mustofa, et al.
Published: (2006)
by: Usman, Mustofa, et al.
Published: (2006)
Multiple outliers detection procedures in linear regression
by: Adnan, Robiah, et al.
Published: (2003)
by: Adnan, Robiah, et al.
Published: (2003)
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)
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)
Multiple Linear Regression Models For Estimating True Subsurface Resistivity From Apparent Resistivity Measurements
by: Bala, Muhammad Sabiu
Published: (2018)
by: Bala, Muhammad Sabiu
Published: (2018)
Event-triggered probabilistic robust control of linear systems with input constrains: By scenario optimization approach
by: Yin, YanYan, et al.
Published: (2017)
by: Yin, YanYan, et al.
Published: (2017)
Robust estimation and detection of outliers in simultaneous regression model
by: Mahdi, Orooba Mohsin
Published: (2016)
by: Mahdi, Orooba Mohsin
Published: (2016)
A robust SQP method for mathematical programs with linear complementarity constraints
by: Liu, X., et al.
Published: (2006)
by: Liu, X., et al.
Published: (2006)
Comparison between fuzzy bootstrap weighted multiple linear regression and
multiple linear regression: a case study for oral cancer modelling
by: Mohd Ibrahim, Mohamad Shafiq, et al.
Published: (2018)
by: Mohd Ibrahim, Mohamad Shafiq, et al.
Published: (2018)
Similar Items
-
Distributionally robust parameter identification of a time-delay dynamical system with stochastic measurements
by: Gong, Z., et al.
Published: (2019) -
Robust estimation technique and robust autocorrelation diagnostic for multiple Linear Regression Model with autocorrelated errors
by: Lim, Hock Ann
Published: (2014) -
Robust diagnostic and parameter estimation for multiple linear and panel data regression models
by: Sani, Muhammad
Published: (2018) -
Preliminary estimators for robust non-linear regression estimation
by: Midi, Habshah
Published: (1999) -
Robust parameter estimation for nonlinear multistage time-delay systems with noisy measurement data
by: Liu, C., et al.
Published: (2018)