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Predictive Statistics: Analysis and Inference beyond Models by Bertrand S. Clark
AU $148.51
ApproximatelyS$ 123.86
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eBay item number:156957890719
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- ISBN-13
- 9781107028289
- Book Title
- Predictive Statistics
- ISBN
- 9781107028289
About this product
Product Information
All scientific disciplines prize predictive success. Conventional statistical analyses, however, treat prediction as secondary, instead focusing on modeling and hence estimation, testing, and detailed physical interpretation, tackling these tasks before the predictive adequacy of a model is established. This book outlines a fully predictive approach to statistical problems based on studying predictors; the approach does not require predictors correspond to a model although this important special case is included in the general approach. Throughout, the point is to examine predictive performance before considering conventional inference. These ideas are traced through five traditional subfields of statistics, helping readers to refocus and adopt a directly predictive outlook. The book also considers prediction via contemporary 'black box' techniques and emerging data types and methodologies where conventional modeling is so difficult that good prediction is the main criterion available for evaluating the performance of a statistical method. Well-documented open-source R code in a Github repository allows readers to replicate examples and apply techniques to other investigations.
Product Identifiers
Publisher
Cambridge University Press
ISBN-13
9781107028289
eBay Product ID (ePID)
24046419928
Product Key Features
Number of Pages
656 Pages
Language
English
Publication Name
Predictive Statistics: Analysis and Inference Beyond Models
Publication Year
2018
Subject
Mathematics
Type
Textbook
Format
Hardcover
Dimensions
Item Height
259 mm
Item Weight
1330 g
Item Width
180 mm
Additional Product Features
Country/Region of Manufacture
United Kingdom
Series Title
Cambridge Series in Statistical and Probabilistic Mathematics
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VAT number: AU 82107909133, GB 293967539
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- s***p (1690)- Feedback left by buyer.Past monthVerified purchaseAwesome
- b***t (4375)- Feedback left by buyer.Past monthVerified purchaseStreet directory well packed.
- i***i (85)- Feedback left by buyer.Past monthVerified purchaseExact to description