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Predictive statistics : analysis and inference beyond models / Bertrand S. Clarke (University of Nebraska, Lincoln), Jennifer L. Clarke (University of Nebraska, Lincoln)

By: Contributor(s): Material type: TextTextSeries: Publisher: Cambridge ; New York : Cambridge University Press, [2018]Description: xiii, 642 pages : illustrations ; 27 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781107028289
Subject(s): LOC classification:
  • QA 279.2 .C55 2018
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
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Holdings
Item type Current library Collection Call number Status Date due Barcode
Graduate Studies Graduate Studies DLSU-D GRADUATE STUDIES Graduate Studies Graduate Studies QA 279.2 .C55 2018 (Browse shelf(Opens below)) Available 3CIR2018067286

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

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