Predictive Modeling Publications

Publications in Predictive Modeling

Explore the most influential research papers and scholarly works that have shaped Predictive Modeling. Use the concept filter below to focus on a specific sub-area of research.

Predictive Modeling

6.2K

Publications

371.7K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Cross-Validatory Choice and Assessment of Statistical Predictions M. Stone Journal of the Royal Statistical Society Series B (Statistical Methodology) Cross-validation CriterionEngineeringBehavioral Decision MakingGeneralizability TheoryPsychometrics	1974	10.2K
Strictly Proper Scoring Rules, Prediction, and Estimation Tilmann Gneiting, Adrian E. Raftery Journal of the American Statistical Association EngineeringProper Scoring RulesStatistical FoundationNumerical ScoreProbabilistic Forecasting	2007	5.2K
Some Comments on the Evaluation of Model Performance Cort J. Willmott Bulletin of the American Meteorological Society Forecasting MethodologyPerformance StatisticsEngineeringPerformance AnalysisPredictive Analytics	1982	3.7K
AUC: a misleading measure of the performance of predictive distribution models Jorge M. Lobo, Alberto Jiménez‐Valverde, Raimundo Real Global Ecology and Biogeography Threshold Selection ProcessEngineeringDiagnosisContinuous ProbabilityProbabilistic Forecasting	2007	3.4K
Predictive model assessment in PLS-SEM: guidelines for using PLSpredict Galit Shmueli, Marko Sarstedt, Joseph F. Hair, European Journal of Marketing Tourism ManagementTourism PerformanceTourism SupplyPlspredict ProcedureHospitality Marketing	2019	3.3K
Forecasting Using Principal Components From a Large Number of Predictors James H. Stock, Mark W. Watson Journal of the American Statistical Association Forecasting MethodologyEngineeringMachine LearningMacroeconomic ForecastingProbabilistic Forecasting	2002	3K
Fitting autoregressive models for prediction Hirotugu Akaike Annals of the Institute of Statistical Mathematics Forecasting MethodologyEngineeringAutoregressive ModelsPredictive AnalyticsManagement	1969	2.5K
The Predictive Sample Reuse Method with Applications Seymour Geisser Journal of the American Statistical Association EngineeringModel ReuseData ScienceData MiningManagement	1975	2.4K
A predictive approach to the random effect model Seymour Geisser Biometrika Minnesotaminneapolis SearchApril 1974Volume 61Predictive AnalyticsRandom Effect Model	1974	2.4K
To Explain or to Predict? Statistical Science EngineeringHigh Explanatory PowerCausal ExplanationSocial SciencesCausal Inference	2010	2.2K
Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis Sunil J Rao Journal of the American Statistical Association EngineeringPrediction ModellingModeling MethodRisk ManagementPredictive Modeling	2003	2K
What You See May Not Be What You Get: A Brief, Nontechnical Introduction to Overfitting in Regression-Type Models Michael A. Babyak Psychosomatic Medicine EngineeringMachine LearningStatistical FoundationRegression AnalysisCandidate Predictors	2004	1.8K

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