[PDF] Data Analysis and Data Mining: An Introduction Free Download

[message] Brief Description [PDF] Data Analysis and Data Mining: An Introduction Free Download by Adelchi Azzalini , Bruno Scarpa | Publishe...

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      • [PDF] Data Analysis and Data Mining: An Introduction Free Download by Adelchi Azzalini , Bruno Scarpa | Publisher : Oxford University Press , USA | Category : Computers & Internet | Tags : Data Mining, Analysis, Models, Communications, Mathematics, Statistics | ISBN-10 : 0199767106 | ISBN-13 : 9780199767106
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      • Data Analysis and Data Mining: An Introduction by Adelchi Azzalini , Bruno Scarpa, Publisher : Oxford University Press , USA
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      • An introduction to statistical data mining, Data Analysis and Data Mining: An Introduction 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.

        Table of Contents

        1. Introduction
        2. A-B-C
        3. Optimism, Conflicts, and Trade-offs
        4. Prediction of Quantitative Variables
        5. Methods of Classification
        6. Methods of Internal Analysis
        Appendix A: Complements of Mathematics and Statistics
        Appendix B: Data Sets
        Appendix C: Symbols and Acronyms

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    • Book Details
      • Book Name : Data Analysis and Data Mining: An Introduction

        Edition : 1

        Author : Adelchi Azzalini , Bruno Scarpa

        Publisher : Oxford University Press , USA

        Category : Computers & Internet

        ISBN-10 : 0199767106

        ISBN-13 : 9780199767106

        ASIN : 0199767106

        Pages : 288

        Language : English

        Publish Date : April 23, 2012
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