Screen LibraryPredictive statistics : analysis and inference beyond models /
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| Main Authors: | |
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| Group Author: | |
| Published: |
Cambridge University Press,
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| Publisher Address: | Cambridge : |
| Publication Dates: | 2018. |
| Literature type: | Book |
| Language: | English |
| Series: |
Cambridge series in statistical and probabilistic mathematics ;
46 |
| Subjects: | |
| Carrier Form: | xiii, 642 pages : illustrations ; 27 cm. |
| Bibliography: | Includes bibliographical references (pages 605-634) and index. |
| ISBN: |
9781107028289 1107028280 |
| Index Number: | QA279 |
| CLC: | O211.67 |
| Call Number: | O211.67/C597 |
| Contents: | 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. |