Search results for "Multicollinearity"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
99	David Wheeler, Michael Tiefelsdorf	Multicollinearity and correlation among local regression coefficients in geographically weighted regression.	J. Geogr. Syst.	2005	DBLP DOI BibTeX RDF	Geographically weighted regression, Multicollinearity, Local regression diagnostics, Spatial eigenvectors, Experimental spatial design
77	Flor A. Castillo, Carlos M. Villa	Symbolic regression in multicollinearity problems.	GECCO	2005	DBLP DOI BibTeX RDF	multicollinearity, undesigned data, multiple regression
74	Honggang Xue, Chengxian Xu, Chunping Hu	An Algorithm for Portfolio's Value at Risk Based on Principal Factor Analysis.	AAIM	2005	DBLP DOI BibTeX RDF	principal factor analysis, multicollinearity, principal component analysis, value at risk
47	Jørgen Lauridsen, Jesús Mur	Multicollinearity in cross-sectional regressions.	J. Geogr. Syst.	2006	DBLP DOI BibTeX RDF	C40, J60, JEL Classifications C21, C51
25	Mahmoud M. Abdelwahab, Mohamed Reda Abonazel, Ali T. Hammad, Amera M. El-Masry	Modified Two-Parameter Liu Estimator for Addressing Multicollinearity in the Poisson Regression Model.	Axioms	2024	DBLP DOI BibTeX RDF
25	Maryam Sadiq	Modeling survival response using a parametric approach in the presence of multicollinearity.	Commun. Stat. Simul. Comput.	2024	DBLP DOI BibTeX RDF
25	Soumya Sarkar, Nitin Singhal, Shweta Jain 0002, Shashi Shekhar Jha	CGFLasso: Combating Multicollinearity using Domain Knowledge.	COMAD/CODS	2024	DBLP DOI BibTeX RDF
25	Radhwane Derraz, Farrah Melissa Muharam, Khairudin Nurulhuda, Noraini Ahmad Jaafar, Ng Keng Yap	Ensemble and single algorithm models to handle multicollinearity of UAV vegetation indices for predicting rice biomass.	Comput. Electron. Agric.	2023	DBLP DOI BibTeX RDF
25	Abdul Majid, Shakeel Ahmad, Muhammad Aslam, Muhammad Kashif	A robust Kibria-Lukman estimator for linear regression model to combat multicollinearity and outliers.	Concurr. Comput. Pract. Exp.	2023	DBLP DOI BibTeX RDF
25	Román Salmerón-Gómez, Catalina García-García, Ainara Rodríguez-Sánchez, Claudia Garcia Garcia	Limitations in Detecting Multicollinearity due to Scaling Issues in the mcvis Package.	R J.	2023	DBLP DOI BibTeX RDF
25	Issam Dawoud	A new improved estimator for reducing the multicollinearity effects.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
25	Muhammad Suhail, Sohail Chand, Muhammad Aslam	New quantile based ridge M-estimator for linear regression models with multicollinearity and outliers.	Commun. Stat. Simul. Comput.	2023	DBLP DOI BibTeX RDF
25	Preeti Singh, Sarvpal Singh, Marcin Paprzycki	Detection and elimination of multicollinearity in regression analysis.	Int. J. Knowl. Based Intell. Eng. Syst.	2023	DBLP DOI BibTeX RDF
25	Benjamin D. Leiby, Darryl K. Ahner	Multicollinearity applied stepwise stochastic imputation: a large dataset imputation through correlation-based regression.	J. Big Data	2023	DBLP DOI BibTeX RDF
25	Issam Dawoud, Mohamed Reda Abonazel, Fuad A. Awwad, Elsayed Tag-Eldin	A New Tobit Ridge-Type Estimator of the Censored Regression Model With Multicollinearity Problem.	Frontiers Appl. Math. Stat.	2022	DBLP DOI BibTeX RDF
25	Fuad A. Awwad, Issam Dawoud, Mohamed Reda Abonazel	Development of robust Özkale-Kaçiranlar and Yang-Chang estimators for regression models in the presence of multicollinearity and outliers.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
25	Faiza Sami, Muhammad Amin, Muhammad Moeen Butt	On the ridge estimation of the Conway-Maxwell Poisson regression model with multicollinearity: Methods and applications.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
25	Selahattin Kaçiranlar, Nimet Özbay, Ecem Özkan, Hüseyin Güler	Comparison of Liu and two parameter principal component estimator to combat multicollinearity.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
25	Kingsley Chinedu Arum, Fidelis Ifeanyi Ugwuowo	Combining principal component and robust ridge estimators in linear regression model with multicollinearity and outlier.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
25	Hamid Usefi	Clustering, multicollinearity, and singular vectors.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
25	Muhammad Ahsan Zamee, Dongjun Han, Dong-Jun Won	Online Hour-Ahead Load Forecasting Using Appropriate Time-Delay Neural Network Based on Multiple Correlation-Multicollinearity Analysis in IoT Energy Network.	IEEE Internet Things J.	2022	DBLP DOI BibTeX RDF
25	Jian Ge, Wang Luo, Haobin Dong, Minkang Wang, Xinglin Zhang, Tao Wu, Haiyang Zhang, Zheng Liu 0002	Cooperative Suppression of Negative Effects Associated With Multicollinearity and Abnormal Data for Aeromagnetic Compensation.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
25	Issam Dawoud, Fuad A. Awwad, Elsayed Tag-Eldin, Mohamed Reda Abonazel	New Robust Estimators for Handling Multicollinearity and Outliers in the Poisson Model: Methods, Simulation and Applications.	Axioms	2022	DBLP DOI BibTeX RDF
25	Muhammad Aslam, Shakeel Ahmad	The modified Liu-ridge-type estimator: a new class of biased estimators to address multicollinearity.	Commun. Stat. Simul. Comput.	2022	DBLP DOI BibTeX RDF
25	Autcha Araveeporn	Comparing the Linear and Quadratic Discriminant Analysis of Diabetes Disease Classification Based on Data Multicollinearity.	Int. J. Math. Math. Sci.	2022	DBLP DOI BibTeX RDF
25	Indranil Basu, Subhadip Maji	Multicollinearity Correction and Combined Feature Effect in Shapley Values.	AI	2022	DBLP DOI BibTeX RDF
25	Muhammad Suhail, Sohail Chand, B. M. Golam Kibria	Quantile-based robust ridge m-estimator for linear regression model in presence of multicollinearity and outliers.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
25	Guoping Zeng, Emily Zeng	On the relationship between multicollinearity and separation in logistic regression.	Commun. Stat. Simul. Comput.	2021	DBLP DOI BibTeX RDF
25	Pola Lydia Lagari, Lefteri H. Tsoukalas, Salar Safarkhani, Isaac E. Lagaris	Eliminating Multicollinearity Issues in Neural Network Ensembles: Incremental, Negatively Correlated, Optimal Convex Blending.	CoRR	2021	DBLP BibTeX RDF
25	Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger	Addressing state space multicollinearity in solving an ozone pollution dynamic control problem.	Eur. J. Oper. Res.	2021	DBLP DOI BibTeX RDF
25	S. Sree Niranjanaa Bose, A. Kandaswamy	Elimination of Multicollinearity in Continuous Non-Invasive Blood Pressure Approximation by Information Criterion.	J. Medical Imaging Health Informatics	2021	DBLP DOI BibTeX RDF
25	Ulduz Mammadova, M. Revan Özkale	Profile monitoring for count data using Poisson and Conway-Maxwell-Poisson regression-based control charts under multicollinearity problem.	J. Comput. Appl. Math.	2021	DBLP DOI BibTeX RDF
25	Jong-Min Kim 0001, Ning Wang, Yumin Liu, Kayoung Park	Residual Control Chart for Binary Response with Multicollinearity Covariates by Neural Network Model.	Symmetry	2020	DBLP DOI BibTeX RDF
25	Nileshkumar H. Jadhav	On linearized ridge logistic estimator in the presence of multicollinearity.	Comput. Stat.	2020	DBLP DOI BibTeX RDF
25	Richard B. Francoeur	Data-Mining Homogeneous Subgroups in Multiple Regression When Heteroscedasticity, Multicollinearity, and Missing Variables Confound Predictor Effects.	Adv. Data Sci. Adapt. Anal.	2020	DBLP DOI BibTeX RDF
25	Indranil Basu, Subhadip Maji	Multicollinearity Correction and Combined Feature Effect in Shapley Values.	CoRR	2020	DBLP BibTeX RDF
25	Hamid Usefi	Clustering, multicollinearity, and singular vectors.	CoRR	2020	DBLP BibTeX RDF
25	Lili Yue, Gaorong Li, Heng Lian, Xiang Wan	Regression adjustment for treatment effect with multicollinearity in high dimensions.	Comput. Stat. Data Anal.	2019	DBLP DOI BibTeX RDF
25	Matthew Ryan Lavery, Parul Acharya, Stephen A. Sivo, Lihua Xu	Number of predictors and multicollinearity: What are their effects on error and bias in regression?	Commun. Stat. Simul. Comput.	2019	DBLP DOI BibTeX RDF
25	Ryuta Tamura, Ken Kobayashi, Yuichi Takano, Ryuhei Miyashiro, Kazuhide Nakata, Tomomi Matsui	Mixed integer quadratic optimization formulations for eliminating multicollinearity based on variance inflation factor.	J. Glob. Optim.	2019	DBLP DOI BibTeX RDF
25	Dimitris Bertsimas, Michael Lingzhi Li	Accounting for Significance and Multicollinearity in Building Linear Regression Models.	CoRR	2019	DBLP BibTeX RDF
25	Guanyi Zhao, Qi Han 0002, Xiang Peng, Pengyi Zou, Haidong Wang, Changping Du, He Wang, Xiaojun Tong, Qiong Li, Hong Guo	An Aeromagnetic Compensation Method Based on a Multimodel for Mitigating Multicollinearity.	Sensors	2019	DBLP DOI BibTeX RDF
25	Prabhav Mehra, Rajee Gupta, Abhishek Mahajan, Veeky Baths	Multicollinearity Analysis for Cuffless Blood Pressure Estimation Regression Algorithms.	ICBSP	2019	DBLP DOI BibTeX RDF
25	Autcha Araveeporn, Choojai Kuharatanachai	Comparing Penalized Regression Analysis of Logistic Regression Model with Multicollinearity.	ICoMS	2019	DBLP DOI BibTeX RDF
25	Kayoung Park, Jong-Min Kim 0001, Dongmin Jung	GLM-based statistical control r-charts for dispersed count data with multicollinearity between input variables.	Qual. Reliab. Eng. Int.	2018	DBLP DOI BibTeX RDF
25	Hasan Ertas	A modified ridge m-estimator for linear regression model with multicollinearity and outliers.	Commun. Stat. Simul. Comput.	2018	DBLP DOI BibTeX RDF
25	Deanna N. Schreiber-Gregory	Ridge Regression and multicollinearity: An in-depth review.	Model. Assist. Stat. Appl.	2018	DBLP DOI BibTeX RDF
25	Yuya Yokoyama, Teruhisa Hochin, Hiroki Nomiya	Estimation Improvement of Objective Scores of Answer Statements with Consideration of Multicollinearity and Semantic Similarity.	CSII	2018	DBLP DOI BibTeX RDF
25	Dale Goodhue, William Lewis, Ronald L. Thompson	What Do You Mean, My Results are Incorrect? The Impact of Multicollinearity and Measurement Error in Tests of Statistical Significance.	AMCIS	2018	DBLP BibTeX RDF
25	Chao Li, Haibin Wang, Jun Wang, Yupeng Tai, Fan Yang 0019	Multicollinearity problem of CPM communication signals and its suppression method with PLS algorithm.	WUWNet	2018	DBLP DOI BibTeX RDF
25	Alexandr Katrutsa, Vadim V. Strijov	Comprehensive study of feature selection methods to solve multicollinearity problem according to evaluation criteria.	Expert Syst. Appl.	2017	DBLP DOI BibTeX RDF
25	Azlyna Senawi, Hua-Liang Wei, Stephen A. Billings	A new maximum relevance-minimum multicollinearity (MRmMC) method for feature selection and ranking.	Pattern Recognit.	2017	DBLP DOI BibTeX RDF
25	Dale L. Goodhue, William Lewis, Ronald L. Thompson	A Multicollinearity and Measurement Error Statistical Blind Spot: Correcting for Excessive False Positives in Regression and PLS.	MIS Q.	2017	DBLP DOI BibTeX RDF
25	Yasin Asar	Some new methods to solve multicollinearity in logistic regression.	Commun. Stat. Simul. Comput.	2017	DBLP DOI BibTeX RDF
25	Ali Hussein Al-Marshadi, Abdullah Hamoud Alharby, Muhammad Aslam 0002	Evaluating modified generalized information criterion in presence of multicollinearity.	Commun. Stat. Simul. Comput.	2017	DBLP DOI BibTeX RDF
25	A. Stewart Fotheringham, Taylor Oshan	Geographically weighted regression and multicollinearity: dispelling the myth.	J. Geogr. Syst.	2016	DBLP DOI BibTeX RDF
25	Henri Wallard	Analyse des leviers : effets de colinéarité et hiérarchisation des impacts dans les études de marché et sociales. (Driver Analysis : consequenses of multicollinearity quantification of relative impact of drivers in market research applications).		2015	RDF
25	A. Blommaert, Niel Hens, Philippe Beutels	Data mining for longitudinal data under multicollinearity and time dependence using penalized generalized estimating equations.	Comput. Stat. Data Anal.	2014	DBLP DOI BibTeX RDF
25	Colleen Schwarz, Andrew Schwarz, William C. Black	Examining the Impact of Multicollinearity in Discovering Higher-Order Factor Models.	Commun. Assoc. Inf. Syst.	2014	DBLP DOI BibTeX RDF
25	Masao Ueki, Yoshinori Kawasaki	Multiple choice from competing regression models under multicollinearity based on standardized update.	Comput. Stat. Data Anal.	2013	DBLP DOI BibTeX RDF
25	Akhil Garg 0002, Kang Tai	Comparison of statistical and machine learning methods in modelling of data with multicollinearity.	Int. J. Model. Identif. Control.	2013	DBLP DOI BibTeX RDF
25	Vlasta Bahovec	Multicollinearity.	International Encyclopedia of Statistical Science	2011	DBLP DOI BibTeX RDF
25	Yu-Ching Chang, Christina Mastrangelo	Addressing multicollinearity in semiconductor manufacturing.	Qual. Reliab. Eng. Int.	2011	DBLP DOI BibTeX RDF
25	Chang Xu, Chengfa Deng	Solving multicollinearity in dam regression model using TSVD.	Geo spatial Inf. Sci.	2011	DBLP DOI BibTeX RDF
25	Dale L. Goodhue, William Lewis, Ronald L. Thompson	A Dangerous Blind Spot in IS Research: False Positives Due to Multicollinearity Combined With Measurement Error.	AMCIS	2011	DBLP BibTeX RDF
25	Isabella Morlini	On Multicollinearity and Concurvity in Some Nonlinear Multivariate Models.	Stat. Methods Appl.	2006	DBLP DOI BibTeX RDF
25	Zhenkun Gou, Colin Fyfe	A canonical correlation neural network for multicollinearity and functional data.	Neural Networks	2004	DBLP DOI BibTeX RDF
22	Jerry Rolia, Amir S. Kalbasi, Diwakar Krishnamurthy, Stephen Dawson	Resource demand modeling for multi-tier services.	WOSP/SIPEW	2010	DBLP DOI BibTeX RDF	resource demand prediction, benchmarking, analytic performance models, statistical regression
22	Chao-Ton Su, Yu-Hsiang Hsiao	Multiclass MTS for Simultaneous Feature Selection and Classification.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
22	Esteban García-Cuesta, Inés María Galván, Antonio J. de Castro	Supervised clustering via principal component analysis in a retrieval application.	KDD Workshop on Knowledge Discovery from Sensor Data	2009	DBLP DOI BibTeX RDF	clustering, principal components analysis, dimensionality reduction, regression, remote sensing, supervised learning
22	Hsiang-Chuan Liu, Yu-Chieh Tu, Wen-Chun Huang, Chin-Chun Chen	The Choquet Integral with Respect to R-Measure Based on Gamma-Support.	FSKD (1)	2008	DBLP DOI BibTeX RDF
22	Sergio Donoso, Nicolás Marín, María Amparo Vila Miranda	Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models.	IDEAL	2007	DBLP DOI BibTeX RDF
22	Fahd Albinali, Nigel Davies 0001, Adrian Friday	Structural Learning of Activities from Sparse Datasets.	PerCom	2007	DBLP DOI BibTeX RDF
22	Daniel Enache, Claus Weihs, Ursula Garczarek	Classification-relevant Importance Measures for the West German Business Cycle.	GfKl	2005	DBLP DOI BibTeX RDF
22	Donald E. Neumann	An Enhanced Neural Network Technique for Software Risk Analysis.	IEEE Trans. Software Eng.	2002	DBLP DOI BibTeX RDF	Software risk analysis and defect prediction, system process models, decision making, mathematical models