Journal of the American Statistical Association · 1984 · 1.4K citations · 33 references
Regression ModelsModel ValidationTest DevelopmentPredictive AnalyticsManagementSubset Selection ProceduresModel ReliabilityStatistical InferenceModel ComparisonPsychometricsPsychological EvaluationModel VerificationPredictive AbilityStatisticsSelf-assessmentPsychologyProgram Evaluation
Abstract A methodolgy for assessment of the predictive ability of regression models is presented. Attention is given to models obtained via subset selection procedures, which are extremely difficult to evaluate by standard techniques. Cross-validatory assessments of predictive ability are obtained and their use illustrated in examples.
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Technometrics · 2005 · 18K citations
Gerald J. Hahn, Norman R. Draper, Harry Smith · Technometrics · 1982 · 5.8K citations
Engineering, Applied Regression Analysis, Regression Analysis +3