Predictive Statistics: Analysis and Inference Beyond Models

By:

Clarke, Bertrand S

Contributor(s):

Clarke, Jennifer L

Material type: Text

TextSeries: Cambridge Series in Statistical and Probabilistic Mathematics. 46 Publication details: Cambridge University Press 2018 New YorkDescription: 642pISBN:

9781107028289

Subject(s):

Prediction theory

DDC classification:

CLA 519.287

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Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Book	NIMA Knowledge Centre	9th Floor Reading Zone	General	519.287 CLA (Browse shelf(Opens below))	Available		M0034553

Total holds: 0

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

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