TY - BOOK AU - Clarke, Bertrand S. AU - Clarke, Jennifer L. TI - Predictive Statistics: Analysis and Inference Beyond Models SN - 9781107028289 U1 - 519.287 PY - 2018/// CY - New York PB - Cambridge University Press KW - Prediction theory N1 - Part I - The Predictive View 1. Why prediction? 2. Defining a predictive paradigm 3. What about modeling? 4. Models and predictors : a bickering couple Part II - Established Settings for Prediction 5. Time series 6. Longitudinal data 7. Survival analysis 8. Nonparametric methods 9. Model selection Part III - Contemporary Prediction 10. Blackbox techniques 11. Ensemble methods 12. The future of prediction ER -