Data Mining and Statistical Analysis Using SQL / Edition 1

Data Mining and Statistical Analysis Using SQL / Edition 1

by Jr., John Lovett John N., Robert P. Trueblood
     
 

ISBN-10: 1893115542

ISBN-13: 9781893115545

Pub. Date: 09/17/2001

Publisher: Apress

This book is not just another theoretical text about statistics or data mining. No, instead it is aimed for database administrators who want to use SQL or bolster their understanding of statistics to support data mining and customer relationship management analytics.

Each chapter is self-contained, with examples tailored to real business applications. And

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Overview

This book is not just another theoretical text about statistics or data mining. No, instead it is aimed for database administrators who want to use SQL or bolster their understanding of statistics to support data mining and customer relationship management analytics.

Each chapter is self-contained, with examples tailored to real business applications. And each analysis technique will be expressed in a mathematical format for coding as either a database query or a Visual Basic procedure using SQL. Chapter contents include formulas, graphs, charts, tables, data mining techniques, and more!

Product Details

ISBN-13:
9781893115545
Publisher:
Apress
Publication date:
09/17/2001
Edition description:
2001
Pages:
410
Product dimensions:
7.50(w) x 9.25(h) x 9.25(d)

Table of Contents

Dedication
About the Authors
Introduction
Acknowledgments
Ch. 1Basic Statistical Principles and Diagnostic Tree1
Ch. 2Measures of Central Tendency and Dispersion9
Ch. 3Goodness of Fit41
Ch. 4Additional Tests of Hypothesis85
Ch. 5Curve Fitting119
Ch. 6Control Charting181
Ch. 7Analysis of Experimental Designs229
Ch. 8Time Series Analysis277
App. AOverview of Relational Database Structure and SQL337
App. B: Statistical Tables359
App. C: Tables of Statistical Distributions and Their Characteristics373
App. D: Visual Basic Routines381
Bibliography397
Index399

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