Data Mining and Statistical Analysis Using SQL (häftad)
Format
Häftad (Paperback)
Språk
Engelska
Antal sidor
410
Utgivningsdatum
2001-09-01
Upplaga
illustrated ed
Förlag
APRESS
Medarbetare
Lovett, John
Illustrationer
1
Dimensioner
236 x 190 x 24 mm
Vikt
772 g
Antal komponenter
1
Komponenter
Paperback
ISBN
9781893115545
Data Mining and Statistical Analysis Using SQL (häftad)

Data Mining and Statistical Analysis Using SQL

A Practical Guide for DBAs

Häftad Engelska, 2001-09-01
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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!
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Övrig information

John N. Lovett, Jr. is a senior engineering consultant at QuantiTech, Inc. and co-owner, with his anthropologist/archaeologist wife, Jane, of Falls Mill and Museum in Belvedere, Tennessee. He has a Ph.D. in industrial engineering, a master's degree in operations research, and a bachelor's degree in mathematics.

Innehållsförteckning


Preface




  • Chapter 1: Diagnostic Tree: How to approach your data.
  • Chapter 2: Measures of Central Tendency and Dispersion
  • Chapter 3: Goodness of Fit
  • Chapter 4: Additional Tests of Hypothesis
  • Chapter 5: Curve Fitting
  • Chapter 6: Control Charting
  • Chapter 7: Analysis of Variance
  • Chapter 8: Time Series Analysis



Appendices




  • Overview of Relational Databases and SQL
  • Statistical Tables Referenced In This Book
  • Various Statistical Distributions
  • Visual Basic Routines For Performing Statistical Calculations