The clinical consequences of variable selection in multiple regression models: a case study of the Norwegian Opioid Maintenance Treatment program (original ) (raw )Alternative Robust Variable Selection Procedures in Multiple Regression
Ali H Abuzaid
Statistics, Optimization & Information Computing, 2019
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Strategies for variable selection in large-scale healthcare database studies with missing covariate and outcome data
Usha Govindarajulu, PhD
2021
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Variable selection - A review and recommendations for the practicing statistician
Misganaw Mekonnen
Biometrical Journal
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FWDselect: An R Package for Variable Selection in Regression Models
Marta Sestelo , Nora M. Villanueva
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A descriptive review of variable selection methods in four epidemiologic journals: there is still room for improvement
Victoria Massamba
European Journal of Epidemiology, 2019
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Variable selection for discrete competing risks models
Gerhard Tutz
Quality & Quantity, 2015
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Regression Efficacy and the Curse of Dimensionality
Maxwell Stinchcombe
Springer eBooks, 2012
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State-of-the-art in selection of variables and functional forms in multivariable analysis -- outstanding issues
Daniela Dunkler
arXiv (Cornell University), 2019
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Variable selection strategies and its importance in clinical prediction modelling
Tanvir C. Turin
Family Medicine and Community Health, 2020
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FIRE: an SPSS program for variable selection in multiple linear regression analysis via the relative importance of predictors
Urbano Lorenzo-Seva
Behavior Research Methods, 2011
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Variable selection and inference in a follow-up study on back pain
David Drießlein
2017
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Review of Factors, Methods, and Outcome Definition in Designing Opioid Abuse Predictive Models
Josette Jones
Pain Medicine, 2017
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Selection of Explanatory Variables for Linear Regression Models Estimated on Regional Panel Data
Mieczysław Kowerski
Barometr Regionalny Analizy i Prognozy, 2023
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Using Electronic Medical Records and Clinical Notes to Predict the Outcome of Opioid Treatment Program
Joseph Finkelstein
Studies in health technology and informatics, 2023
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Variability in prescription opioid intake and reinforcement amongst 129 substrains
Karen Szumlinski
Genes, Brain and Behavior, 2017
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Criteria of Patient Selection in a Clinical Trial
Michel Bourin
SOJ Pharmacy & Pharmaceutical Sciences
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Variable selection in linear regression
Simon Sheather
2010
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Variable Selection and Redundancy in Multivariate Regression Models
Frank Westad
Frontiers in analytical science, 2022
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A Practical Application of a Simple Bootstrapping Method for Assessing Predictors Selected for Epidemiologic Risk Models Using Automated Variable Selection
Haider Mannan
International journal of statistics and applications, 2017
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On association in regression: the coefficient of determination revisited
Gerhard Tutz
Statistics, 2008
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Introduction to widely used regression models in medical research using R, STATA, and SPSS : A tutorial
Mohammad Sadegh Loeloe
Research Square (Research Square), 2023
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A flexible approach for variable selection in large-scale healthcare database studies with missing covariate and outcome data
Usha Govindarajulu, PhD
BMC Medical Research Methodology
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Comparison of subset selection methods in linear regression in the context of health-related quality of life and substance abuse in Russia
Anneli Uusküla
BMC medical research methodology, 2015
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Selection of Variables that Influence Drug Injection in Prison: Comparison of Methods with Multiple Imputed Data Sets
saiedeh maghsoudi
Addiction & Health, 2014
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Opioid Crisis and Data Analytics Preventing
Vedamurthy Gejjegondanahalli Yogeshappa
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Variable Selection and Model Choice in Geoadditive Regression Models
Gerhard Tutz
Biometrics, 2008
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The Deletion of Variables From Regression Models Based on Tests of Significance: A Statistical and Moral Issue
David Debertin
Journal of Agricultural and Applied Economics, 1975
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Regression Model Diagnostic, Test and Robustification in the Presence of Multicollinear Covariates
Isaac Ajao
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A Multiple Regression Model for Identifying Some Risk Factors Affecting the Cardiovascular Health Issues in Adults
Aneeqa Khadim
jnanabha, 2022
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Minimising the delta test for variable selection in regression problems
Alberto Delgado Guillen
2008
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Multivariate linear regression analysis to evaluate multiple-set performance in active and inactive individuals
Fabiano Politti
Motriz: Revista de Educação Física, 2019
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Regression methods for covariate adjustment and subgroup analysis for non-censored cost-effectiveness data
Andrew Willan
Health Economics, 2004
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