Variable selection methods were poorly reported but rarely misused in major medical journals: Literature review
Thibaut Pressat-Laffouilhère, Romain Jouffroy, A. Leguillou, Gaëtan Kerdelhué, Jacques Bénichou, André Gillibert
Topics & Concepts
Observational studyData extractionSelection (genetic algorithm)UnivariateMedical literatureMedicineVariable (mathematics)Selection biasMEDLINEFamily medicineComputer scienceMultivariate statisticsArtificial intelligenceMachine learningPathologyMathematicsMathematical analysisLawPolitical scienceStatistical Methods in Clinical TrialsAdvanced Causal Inference TechniquesMeta-analysis and systematic reviews