Data Analysis and Data Mining

An Introduction

Autor: Adelchi Azzalini, Bruno Scarpa

Jazyk:

Vazba: Pevná

Vydavatel: Oxford University Press Inc

Dostupnost: Skladem u dodavatele

Odesíláme za 10-18 dnů

2 894 Kč

An introduction to statistical data mining, Data Analysis and Data Mining is both textbook and profe...

Informace o knize

Autor

Adelchi Azzalini, Bruno Scarpa

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2012

Stránek

288

EAN

9780199767106

ISBN

0199767106

Enbook ID

04535797

Vydavatel

Oxford University Press Inc

Hmotnost

530

Rozměry

161 x 238 x 19

Kompletní popis

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, readers will 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 direct mail 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 between higher 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.

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Data Analysis and Data Mining

An Introduction

Informace o knize

Kompletní popis

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