Applied predictive Modeling (Record no. 49458)

MARC details
000 -LEADER
fixed length control field 01409 a2200193 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250128092323.0
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781493979363
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5 KUH
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Kuhn, Max.
245 ## - TITLE STATEMENT
Title Applied predictive Modeling
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Springer
Place of publication, distribution, etc New York
Date of publication, distribution, etc 2013
300 ## - PHYSICAL DESCRIPTION
Extent 600
520 ## - SUMMARY, ETC.
Summary, etc This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package.<br/>This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.<br/>
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical Models
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Prediction Theory
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Johnson, Kjell
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Source of classification or shelving scheme Dewey Decimal Classification

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