TY - CHAP M1 - Book, Section TI - Organizational Structure of this Book A1 - Livingston, Edward H. A1 - Lewis, Roger J. Y1 - 2019 N1 - T2 - JAMA Guide to Statistics and Methods AB - Table Graphic Jump LocationView Table||Download (.pdf)Interventional StudiesTrial Strategy and DesignEnrollment, Allocation of Treatment, and EthicsMeasurement Outcome and Analysis and Interpretation of ResultsApplication of ResultsNoninferiority TrialsDose-Finding TrialsPragmatic TrialsCluster Randomized TrialsThe Stepped-Wedge Clinical TrialSample Size Calculation for a Hypothesis TestMinimal Clinically Important DifferenceRandomization in Clinical TrialsEquipoise in ResearchTime-to-Event AnalysisThe “Utility” in Composite Outcome MeasuresMissing DataThe Intention-to-Treat PrincipleAnalyzing Repeated Measurements Using Mixed ModelsLogistic RegressionLogistic Regression DiagnosticsNumber Needed to TreatMultiple Comparison ProceduresGatekeeping Strategies for Avoiding False-Positive Results in Clinical Trials With Many ComparisonsMultiple ImputationInterpretation of Clinical Trials That Stopped EarlyBayesian AnalysisDecision Curve AnalysisMethods for Evaluating Changes in Health Care Policy—The Difference-in-Differences ApproachObservational StudiesStudy Strategy and DesignAssessment of Risk Factors and ExposuresMeasurement Outcome and Analysis and Interpretation of ResultsApplication of ResultsCase-Control StudiesMeta-analyses Can Be Credible and UsefulMendelian RandomizationUsing the E-Value to Assess the Potential Effect of Unmeasured Confounding in Observational StudiesConfounding by Indication in Clinical ResearchMediation AnalysisOdds Ratios—Current Best Practice and UseMarginal Effects—Quantifying the Effect of Changes in Risk Factors in Logistic Regression ModelsAdjusting for CovariatesTreatment Effects in Multicenter Randomized Clinical TrialsThe Propensity ScoreUsing Free-Response Receiver Operating Characteristic Curves to Assess the Accuracy of Machine Diagnosis of CancerRandom-Effects Meta-analysisBayesian Hierarchical ModelsEvaluating Discrimination of Risk Prediction ModelsOverview of Cost-effectiveness AnalysisChoosing a Time Horizon in Cost and Cost-effectiveness AnalysisOn Deep Learning for Medical Image AnalysisPractical Guide to Data Sets13 Articles SN - PB - McGraw-Hill Education CY - New York, NY Y2 - 2024/04/19 UR - jamaevidence.mhmedical.com/content.aspx?aid=1184194153 ER -