Enhancing Model Selection Based On Penalized Regression Methods And Empirical Mode Decomposition

QR Code

Enhancing Model Selection Based On Penalized Regression Methods And Empirical Mode Decomposition

In this study, the penalized regularization methods, namely, the smoothly clipped absolute deviation (SCAD), adaptive least absolute shrinkage and selection operator (adLASSO) regression, minimax concave penalty (MCP) and elastic net (ELNET) regression, are adopted. Those methods are combined with t...

Full description

Bibliographic Details
Main Author:	Al Jawarneh, Abdullah Suleiman Saleh
Format:	Thesis
Language:	English
Published:	2021
Subjects:	QA1 Mathematics (General)
Online Access:	http://eprints.usm.my/51620/ http://eprints.usm.my/51620/1/ABDULLAH%20SULEIMAN%20SALEH%20AL%20JAWARNEH%20-%20TESIS.pdf

Similar Items

Penalized Quantile Regression Methods And Empirical Mode Decomposition For Improving The Accuracy Of The Model Selection
by: Ambark, Ali Saleh Al-Massri
Published: (2024)

Empirical Mode Decomposition Combined with Local Linear Quantile Regression for Automatic Boundary Correction
by: M. Jaber, Abobaker, et al.
Published: (2014)

Application of Empirical Mode Decomposition with Local Linear Quantile Regression in Financial Time Series Forecasting
by: M. Jaber, Abobaker, et al.

On Automatic Boundary Corrections Using Empirical Mode Decomposition
by: Mohamed Jaber, Abobaker
Published: (2016)

Forecasting Performance Of Nonlinear And Nonstationary Stock Market Data Using Empirical Mode Decomposition
by: Awajan, Ahmad Mohammad Al-Abd
Published: (2018)

Improving Time Series Models Prediction Based On Empirical Mode Decomposition Using Stock Market Data
by: Hossain, Mohammad Raquibul
Published: (2021)

Variable selection via SCAD-penalized quantile regression for high-dimensional count data
by: Muhammad Khan, Dost, et al.
Published: (2019)

Leakage detection in pipelines using empirical mode decomposition
by: Mohd Erman Fairuz, Zaidi
Published: (2013)

Blade fault diagnosis using empirical mode decomposition based feature extraction method
by: Tan, C. Y., et al.
Published: (2019)

Leak detection in pipelines using ensemble empirical mode decomposition
by: Mohd Firdhaus, Ahmad
Published: (2013)

Empirical evaluation of decomposition strategy for wavelet video compression.
by: Fakeh, Rohmad, et al.
Published: (2009)

Leak detection in medium density polyethylene pipe using ensemble empirical mode decomposition method
by: Makeen, Mohd Amin
Published: (2018)

Fused multivariate empirical mode decomposition (MEMD) and inverse solution method for EEG source localization
by: Khosropanah, Pegah, et al.
Published: (2018)

Noise eliminated ensemble empirical mode decomposition for bearing fault diagnosis
by: Atik, Faysal, et al.
Published: (2021)

Knowledge Guided Automatic Contour Initialization And Segmentation Of Abdominal Structures In CT Images
by: Jawarneh, Mahmoud Saleh Mahmoud
Published: (2012)

Penalized spline joint models for longitudinal and time-to-event data
by: Huong, P.T.T., et al.
Published: (2017)

Bootstrap-based model selection in subset polynomial regression
by: Suparman, S., 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)

Leak diagnosis of pipeline based on empirical mode decomposition and support vector machine
by: Atik, Faysal, et al.
Published: (2021)

EEG-and MRI-based epilepsy source localization using multivariate empirical mode decomposition and inverse solution method
by: Khosropanah, Pegah
Published: (2018)

Outlier detection in circular regression model using minimum spanning tree method
by: Nur Faraidah, Muhammad Di, et al.
Published: (2019)

The penal impact of community punishment in England and Wales: a conceptual and empirical study
by: Hayes, David John
Published: (2015)

Robust speaker gender identification using empirical mode decomposition-based cepstral features
by: Alipoor, Ghasem, et al.
Published: (2018)

Leakage Detection in Galvanized Iron Pipelines using Ensemble Empirical Mode Decomposition Analysis
by: Makeen, Mohd Amin, et al.
Published: (2015)

Transient-based leak detection and monitoring of water pipes using complementary ensemble empirical mode decomposition (CEEMD) method
by: Muhammad Aminuddin, Pi Remli, et al.
Published: (2021)

Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification
by: Islam, Md Nahidul, et al.
Published: (2020)

Detection of different outlier scenarios in circular regression model using single-linkage method
by: N. M. F., Di, et al.
Published: (2017)

Experiencing youth justice and penality
by: McAlister, Siobhán, et al.
Published: (2016)

Penalized GNSS Ambiguity Resolution
by: Teunissen, Peter
Published: (2004)

Logistic regression methods for classification of imbalanced data sets
by: Santi Puteri Rahayu, -
Published: (2012)

Robust variable selection in linear regression models / Shokrya Saleha A. Alshqaq
by: Shokrya Saleha, A. Alshqaq
Published: (2015)

Approximate Analytical Solutions for Mathematical Model of Tumour Invasion and Metastasis Using Modified Adomian Decomposition and Homotopy Perturbation Methods
by: Norhasimah Mahiddin,, et al.
Published: (2014)

Single-linkage method to detect multiple outliers with different outlier scenarios in circular regression model
by: Siti Zanariah, Satari, et al.
Published: (2018)

Noise Eliminated Ensemble Empirical Mode Decomposition Scalogram Analysis for Rotating Machinery Fault Diagnosis
by: Faysal, Atik, et al.
Published: (2021)

Linear friction weld process monitoring of fixture cassette deformations using empirical mode decomposition
by: Bakker, Otto Jan, et al.
Published: (2015)

Analysis of an Air Borne Acoustic Signatures from Welding Process Using Empirical Mode Decomposition
by: Mohd Fadhlan, Mohd Yusof, et al.
Published: (2014)

Noise eliminated ensemble empirical mode decomposition scalogram analysis for rotating machinery fault diagnosis
by: Atik, Faysal
Published: (2022)

Comparative study of clustering-based outliers detection methods in circularcircular regression model
by: Siti Zanariah, Satari, et al.
Published: (2021)

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

Integer Sub-Decomposition (Isd) Method For Elliptic Curve Scalar Multiplication
by: Ajeena, Ruma Kareem K.
Published: (2015)