Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data

Ratner, Bruce

ISBN 10: 1574443445 / ISBN 13: 9781574443448

Verlag: Chapman and Hall/CRC, 2003

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Inhaltsangabe:

Traditional statistical methods are limited in their ability to meet the modern challenge of mining large amounts of data. Data miners, analysts, and statisticians are searching for innovative new data mining techniques with greater predictive power, an attribute critical for reliable models and analyses.
Statistical Modeling and Analysis for Database Marketing: Effective Techniques for Mining Big Data delivers a collection of successful database marketing methodologies for big data. This compendium solves common database marketing problems by applying new hybrid modeling techniques that combine traditional statistical and new machine learning methods. The book delivers a thorough analysis of these cutting-edge techniques, which include non-statistical machine learning and genetic intelligent hybrid models.
By following the step-by-step procedures detailed in the text, database marketing professionals can learn how to apply the proper statistical techniques to any database marketing challenge. The practical case studies and examples provided involve real problems and real data, and are taken from a variety of industries, including banking, insurance, finance, retail, and telecommunications.

Bibliografische Details

Titel: Statistical Modeling and Analysis for ...
Verlag: Chapman and Hall/CRC
Erscheinungsdatum: 2003
Einband: hardcover
Zustand: Very Good