Statistical Modeling for Management

Statistical Modeling for Management

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by Graeme D Hutcheson, Luiz A M Moutinho
     
 

Bringing to life the most widely used quantitative measurements and statistical techniques in marketing, this book is packed with user-friendly descriptions, examples and study applications.

The process of making marketing decisions is increasingly dependent on quantitative analysis and the use of specific statistical tools and techniques which can be tailored

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Overview

Bringing to life the most widely used quantitative measurements and statistical techniques in marketing, this book is packed with user-friendly descriptions, examples and study applications.

The process of making marketing decisions is increasingly dependent on quantitative analysis and the use of specific statistical tools and techniques which can be tailored and adapted to solve particular marketing problems.

Any student hoping to enter the world ofmanagement will need to show that they understand and have mastered these techniques. This book will help them to do this and covers the following key topics:

- Measurement sacling and reliability issues in management
- Parametric and non-parametric statistical tests
- Gerneralized Linear Modeling techniques
- Data-reduction techniques
- Model selection and model checking
- Recursive and non-recursive models
- Neural networks
- Knowledge-based systems

This book is ideal for students taking upper level undergraduate classes and graduate classes in statistics for business and management.

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Product Details

ISBN-13:
9780761970118
Publisher:
SAGE Publications
Publication date:
03/03/2008
Pages:
256
Product dimensions:
6.90(w) x 9.60(h) x 0.80(d)

Table of Contents

Measurement Scales
Modeling Continuous Data
Modeling Dichotomous Data
Modeling Ordered Data
Modeling Unordered Data
Neural Networks
Approximate Algorithms for Management Problems
Other Statistical, Mathematical and Co-pattern Modeling Techniques

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