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Synopsis
An introduction to statistical data mining, Data Analysis and Data Mining is both textbook and professional resource. Assuming only a basic knowledge of statistical reasoning, it presents core concepts in data mining and exploratory statistical models to students and professional statisticians-both those working in communications and those working in a technological or scientific capacity-who have a limited knowledge of data mining.
This book presents key statistical concepts by way...
About the Author
Adelchi Azzalini is Professor of Statistics in the Department of Statistical Sciences at the University of Padua. He actively researches in statistical methodology and has maintained an interest in statistical applications.
Bruno Scarpa is Researcher in the Department of Statistical Sciences at the University of Padua. He previously worked as a statistician and data miner in marketing divisions of insurance and telecommunication companies.
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- PublisherOxford University Press
- Publication date2012
- ISBN 10 0199767106
- ISBN 13 9780199767106
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages288
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Data Analysis and Data Mining
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Data Analysis and Data Mining : An Introduction
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Hardcover. Condition: new. Hardcover. An introduction to statistical data mining, Data Analysis and Data Mining is both textbook and professional resource. Assuming only a basic knowledge of statistical reasoning, it presents core concepts in data mining and exploratory statistical models to students and professional statisticians-both those working in communications and those working in a technological or scientific capacity-who have a limited knowledge of data mining.This book presents key statistical concepts by way of case studies, giving readers the benefit of learning from real problems and real data. Aided by a diverse range of statistical methods and techniques, readerswill move from simple problems to complex problems. Through these case studies, authors Adelchi Azzalini and Bruno Scarpa explain exactly how statistical methods work; rather than relying on the "push the button" philosophy, they demonstrate how to use statistical tools to find the best solution to any given problem. Case studies feature current topics highly relevant to data mining, such web page traffic; the segmentation of customers; selection of customers for directmail commercial campaigns; fraud detection; and measurements of customer satisfaction. Appropriate for both advanced undergraduate and graduate students, this much-needed book will fill a gap betweenhigher level books, which emphasize technical explanations, and lower level books, which assume no prior knowledge and do not explain the methodology behind the statistical operations. This book introduces the specific statistical methods and models involved in data mining, targeting students and professionals with a a basic knowledge of statistical reasoning. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9780199767106
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Data Analysis and Data Mining: An Introduction
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