TY - BOOK AU - Clarke,Bertrand S. AU - Clarke,Jennifer L. TI - Predictive statistics: analysis and inference beyond models T2 - Cambridge series in statistical and probabilistic mathematics SN - 9781107028289 AV - QA 279.2 .C55 2018 PY - 2018///] CY - Cambridge, New York PB - Cambridge University Press KW - Prediction theory KW - Statistics KW - Methodology N1 - Includes bibliographical references (pages 605-634) and index; Why prediction? -- Defining a predictive paradigm -- What about modeling? -- Models and predictors : a bickering couple -- Time series -- Longitudinal data -- Survival analysis -- Nonparametric methods -- Model selection -- Blackbox techniques -- Ensemble methods -- The future of prediction ER -