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Predictive Statistics Analysis Inference beyond Models Bertrand S… 9781107028289
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Located in: Welwyn, United Kingdom
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eBay item number:233060998049
Item specifics
- Condition
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- Seller notes
- Title
- Predictive Statistics: Analysis and Inference beyond Models (Camb
- ISBN
- 1107028280
- Pages
- 656
- Publication Year
- 2018
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Predictive Statistics: Analysis and Inference Beyond Models
- Item Height
- 259mm
- Publisher
- Cambridge University Press
- Item Width
- 180mm
- Subject
- Mathematics
- Item Weight
- 1330g
- Number of Pages
- 656 Pages
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)
18046564609
Product Key Features
Publication Name
Predictive Statistics: Analysis and Inference Beyond Models
Format
Hardcover
Language
English
Subject
Mathematics
Publication Year
2018
Type
Textbook
Number of Pages
656 Pages
Dimensions
Item Height
259mm
Item Width
180mm
Item Weight
1330g
Additional Product Features
Series Title
Cambridge Series in Statistical and Probabilistic Mathematics
Country/Region of Manufacture
United Kingdom
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JNC INC
Jon Parkins
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eBay item number:233060998049
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