Predictive Statistics Analysis and Inference Beyond Models |
|
| Author:
| Clarke, Bertrand S.
Clarke, Jennifer L. |
| Series title: | Cambridge Series in Statistical and Probabilistic Mathematics Ser. |
| ISBN: | 978-1-107-02828-9 |
| Publication Date: | Apr 2018 |
| Publisher: | Cambridge University Press
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| Book Format: | Hardback |
| List Price: | USD $93.99 |
Book Description:
|
Aimed at statisticians and machine learners, this retooling of statistical theory asserts that high-quality prediction should be the guiding principle of modeling and learning from data, then shows how. The fully predictive approach to statistical problems outlined embraces traditional subfields and 'black box' settings, with computed examples.
Aimed at statisticians and machine learners, this retooling of statistical theory asserts that high-quality prediction should be the guiding principle of modeling and learning from data, then shows how. The fully predictive approach to statistical problems outlined embraces traditional subfields and 'black box' settings, with computed examples.