Statistical Foundations for Model-Based Adjustments

作者: Sander Greenland , Neil Pearce

DOI: 10.1146/ANNUREV-PUBLHEALTH-031914-122559

关键词: Feature selectionConfoundingCausal inferencePoison controlMachine learningStatistical modelModel selectionArtificial intelligenceComputer scienceSelection (genetic algorithm)Covariate

摘要: … We begin by outlining the precepts we take as fundamental to sound use of statistical … bona fide expert both in their field and in statistical modeling committed to their project. Elsewhere (…

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