An improvised SIMPLS estimator based on MRCD-PCA weighting function and its application to real data

QR Code

An improvised SIMPLS estimator based on MRCD-PCA weighting function and its application to real data

Multicollinearity often occurs when two or more predictor variables are correlated, especially for high dimensional data (HDD) where p>>n . The statistically inspired modification of the partial least squares (SIMPLS) is a very popular technique for solving a partial least squares regression...

Full description

Bibliographic Details
Main Authors:	Siti Zahariah, Midi, Habshah, Mustafa, Mohd Shafie
Format:	Article
Published:	Multidisciplinary Digital Publishing Institute 2021
Online Access:	http://psasir.upm.edu.my/id/eprint/95857/

Similar Items

Improvised desirability function for dual response surface
by: Ab.Aziz, Nasuhar, et al.
Published: (2017)

Simple and fast generalized - M (GM) estimator and its application to real data set
by: Habshah Midi,, et al.
Published: (2021)

The application of simple errors in variables model on real data
by: Mohammadi, Mandana, et al.

Penalty function optimization in dual response surfaces based on decision maker's preference and its application to real data
by: Ab. Aziz, Nasuhar, et al.
Published: (2022)

Augmented approach to desirability function based on MM estimator
by: Midi, Habshah, et al.
Published: (2012)

Fast improvised diagnostic robust measure for the identification of high leverage points in multiple linear regression
by: Midi, Habshah, et al.
Published: (2018)

Procedures of generating a true clean data in simple mediation analysis
by: Fitrianto, Anwar, et al.
Published: (2011)

Model recognition by using Principal Component Analysis (PCA) approach
by: Ud-Doulah, Md. Siraj, et al.
Published: (2014)

Fast improvised influential distance for the identification of influential observations in multiple linear regression
by: Habshah Midi,, et al.
Published: (2021)

Fast improvised influential distance for the identification of influential observations in multiple linear regression
by: Midi, Habshah, et al.
Published: (2021)

Weighted high leverage collinear robust ridge estimator in logistic regression model
by: Ariffin, Syaiba Balqish, et al.
Published: (2018)

Statistical estimators as an alternative to standard deviation in weighted Euclidean distance cluster analysis
by: Dalatu, Paul Inuwa, et al.
Published: (2018)

Estimating regression coefficients using weighted bootstrap with probability.
by: Mohamed Ramli, Norazan, et al.
Published: (2009)

Minimum regularized covariance determinant and principal component analysis-based method for the identification of high leverage points in high dimensional sparse data
by: Siti Zahariah, et al.
Published: (2022)

Weighted simple and semi-simple splicing systems
by: Gan, Yee Siang, et al.
Published: (2014)

Standardized simple mediation model: a numerical example
by: Fitrianto, Anwar, et al.
Published: (2013)

Standardized simple mediation model : a numerical example
by: Fitrianto, Anwar, et al.
Published: (2013)

Preliminary estimators for robust non-linear regression estimation
by: Midi, Habshah
Published: (1999)

Automated fitting process using robust reliable weighted average on near infrared spectral data analysis
by: Silalahi, Divo Dharma, et al.
Published: (2020)

An efficient method of identification of influential observaions in multiple linear regression and its application to real data
by: Midi, Habshah, et al.
Published: (2024)

Robust estimation for fixed and random effects panel data models with different centering methods
by: Midi, Habshah, et al.
Published: (2018)

Augmented desirability function for multiple responses with contaminated data
by: Midi, Habshah, et al.
Published: (2018)

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)

Knowledge, Network Ties and Improvisation
by: Legair, Monique
Published: (2007)

A Comparison Study On Pca_Modular Pca And Lda For Face Recognition
by: Cheah, Boon Wah
Published: (2017)

The generative capacity of weighted simple and semi-simple splicing systems
by: Fong, Wan Heng, et al.
Published: (2016)

The generative capacity of weighted simple and semi-simple splicing systems
by: Fong, Wan Heng, et al.
Published: (2015)

Kernel PCA – an introduction
by: Baali, Hamza, et al.
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)

Interval estimations for parameters of gompertz model with time-dependent covariate and right censored data
by: Kaveh Kiani,, et al.
Published: (2012)

Guitar improvisation: the concept of improvisation (au privave by Charlie Parker) / Syed Aizuddin Asraf Syed A. Rahman
by: Syed A. Rahman, Syed Aizuddin Asraf
Published: (2013)

Robust stability best subset selection for autocorrelated data based on robust location and dispersion estimator
by: Uraibi, Hassan S., et al.
Published: (2015)

Evaluation of PCA in herbs identification
by: Mohamad Radzi, Nur Fadzilah, et al.
Published: (2015)

The application of two stage robust weighted least squares and robust bootstrapping procedure on food expenditure data.
by: Midi , Habshah, et al.
Published: (2011)

Robust parameter estimation for fixed effect panel data model in the presence of heteroscedasticity and high leverage points
by: Sani, Muhammad, et al.
Published: (2019)

Heteroscedastic nonlinear regression by using Tanh psi function
by: Midi, Habshah
Published: (2000)

Robust Estimation of a Linearized Nonlinear Regression Model with Heteroscedastic Errors:A Simulation Study
by: Midi, Habshah
Published: (1998)

Organs Without Bodies: Improvised / Involuntary / Automated
by: Stelarc, Stelarc
Published: (2015)

An Argument for the Improvisational Design of Customer Service Behaviours
by: Gaskill, Eddy
Published: (2019)

Designing improvisation: Intercultural collaboration and musical imagination
by: Hargreaves, David, et al.
Published: (2012)