International Statistical Review · 1992 · 678 citations · 9 references
Public HealthBiostatisticsExperimental DesignSimulation-based DesignStatistical ModelingBootstrap MethodsModel ComparisonModel FittingModel SelectionResampling TechniquesSelection BiasCross-validationData ResamplingLeave-one-out ValidationMean Squared ErrorModel Evaluation MetricsPrediction Error AnalysisRoot Mean Squared Error AnalysisTheoretical Definition
Leo Breiman, Philip Spector, Submodel Selection and Evaluation in Regression. The X-Random Case, International Statistical Review / Revue Internationale de Statistique, Vol. 60, No. 3 (Dec., 1992), pp. 291-319
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Classification and Regression Trees.
Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations
Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
Subset Selection in Regression
Technometrics · 2003 · 1.5K citations
Subset Selection in Regression.
Gillian Raab · Biometrics · 1991 · 558 citations