Comparing three methods of handling multicollinearity using simulation approach

QR Code

Comparing three methods of handling multicollinearity using simulation approach

In regression, the objective is to explain the variation in one or more response variables, by associating this variation with proportional variation in one or more explanatory variables. A frequent obstacle is that several of the explanatory variables will vary in rather similar ways. This phenomen...

Full description

Bibliographic Details
Main Author:	Adnan, Norliza
Format:	Thesis
Language:	English
Published:	2006
Subjects:	QA Mathematics
Online Access:	http://eprints.utm.my/5335/ http://eprints.utm.my/5335/1/NorlizaAdnanMFS2006.pdf

Similar Items

A Comparative Study On Some Methods For Handling Multicollinearity Problems
by: Adnan, Norliza, et al.
Published: (2006)

A comparative study on some methods for handling multicollinearity problems
by: Adnan, Norliza, et al.
Published: (2006)

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

New Biased Estimators To Handle The Problem Of Multicollinearity [QA278.2. N577 2008 f rb].
by: Ng, Set Foong
Published: (2008)

Ensemble and single algorithm models to handle multicollinearity of UAV vegetation indices for predicting rice biomass
by: Derraz, Radhwane, et al.
Published: (2023)

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

Multicollinearity and regression analysis
by: Daoud, Jamal Ibrahim
Published: (2017)

Traveling salesman approach for solving petrol distribution using simulated annealing
by: Ismail, Zuhaimy, et al.
Published: (2008)

Three-Dimensional Extension Of Kirkpatricks Planar Point Location Method.
by: Talib, Abdullah Zawawi, et al.
Published: (2005)

Robust multicollinearity diagnostic measures based on minimum covariance determinants approach
by: Midi, Habshah, et al.
Published: (2013)

Detection of multiple outliners in linear regression using nonparametric methods
by: Adnan, Robiah
Published: (2004)

Traveling salesman problem approach for solving petrol distribution using simulated annealing and tabu search
by: Wan Ibrahim, Wan Rohaizad
Published: (2007)

Modeling Of Groundwater By Using Finite Difference Methods And Simulation.
by: Baharum, Adam, et al.
Published: (2009)

Robust techniques for linear regression with multicollinearity and outliers
by: Mohammed, Mohammed Abdulhussein
Published: (2016)

A correlation-embedded attention approach to mitigate multicollinearity in foreign exchange data using LSTM
by: Leow, Mun Hong Steven
Published: (2023)

A simulated annealing approach for redesigning a warehouse network problem
by: Rozieana, Khairuddin, et al.
Published: (2017)

A branch and bound and simulated annealing approach for job shop scheduling
by: Tan, Hui Woon, et al.
Published: (2004)

A boundary integral method for the three-dimensional heat equation subject to speci'cation of energy
by: Ang, W.T., et al.
Published: (2001)

A goal programming approach for the problems analyzed using the method of least squares
by: Ahmad, Maizah Hura
Published: (2004)

A statistical method for comparing chest radiograph images in MTB patients
by: Mohd. Noor, Norliza, et al.
Published: (2006)

Comparison of surgically induced astigmatism (SIA) values using three Holladay incorporated method SIA calculators
by: Md Muziman Syah, M. M., et al.
Published: (2019)

Some new diagnostics of multicollinearity in linear regression model
by: Ullah, Muhammad Imdad, et al.
Published: (2019)

Simulation on air conditioning using fuzzy logic
by: Bibi Rubiatul Adawiah, Mustafa Kamal
Published: (2012)

Evaluating A New Adaptive Group Lasso Imputation Technique For Handling Missing Values In Compositional Data
by: Tian, Ying
Published: (2024)

Simulation analysis of ad-hoc on-demand distance vector routing protocol performance in mobile AD HOC network using taguchi design approach
by: Mohamed, Hazura, et al.
Published: (2008)

A simulated annealing approach for uncapacitated continuous location-allocation problem with zone-dependent fixed cost
by: Abdullah, Tolhah, et al.
Published: (2008)

On genetic and evolution algebras in dimension three
by: Mukhamedov, Farrukh, et al.
Published: (2016)

Associative three-dimensional genetic algebras
by: Ganikhodjaev, Nasir, et al.
Published: (2014)

Comparing least-squares and goal programming estimates of linear regression parameter.
by: Ahmad, Maizah Hura, et al.
Published: (2005)

The Hamiltonian three-parameter spaces of the q -state Potts model with three competing interactions on a Cayley tree
by: Uguz, Selman, et al.
Published: (2015)

Simulation of fuzzy logic for watering plant using sprinkler
by: Nurul Idayu, Mohamad
Published: (2012)

The AGEB Algorithm for Solving the Heat Equation in Three Dimensions and Its Parallelization Using PVM
by: Sahimi, Mohd Salleh, et al.
Published: (2001)

Description of three dimensional solvable evaluation algebras
by: Mukhamedov, Farrukh, et al.
Published: (2014)

Robust variable selection methods for large- scale data in the presence of multicollinearity, autocorrelated errors and outliers
by: Uraibi, Hassan S.
Published: (2016)

Simulation of steady mixed convection in a lid-driven cavity filled with newtonian fluid by finite volume method
by: Abu Bakar, Norhaliza
Published: (2019)

Comparative Study Of Iterative Search Method For Adaptive Filtering Problems.
by: Ahmad, N.A
Published: (2005)

A Monte Carlo simulation study on high leverage collinearity-enhancing observation and its effect on multicollinearity pattern
by: Habshah Midi,, et al.
Published: (2011)

A monte carlo simulation study on high leverage collinearity-enhancing observation and its effect on multicollinearity pattern.
by: Midi, Habshah, et al.
Published: (2011)

Simulation of lithium-ion concentration profiles in separator and cathode of lithium-ion battery using theta formulation under finite difference method / Md Jauharul Haqaiq Harun
by: Md Jauharul Haqaiq, Harun
Published: (2012)

Quadratic stochastic operators having three fixed points
by: Saburov, Mansoor, et al.
Published: (2015)