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Data Analysis Using Regression Models The Business Perspective

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ISBN-10: 0132199858

ISBN-13: 9780132199858

Edition: N/A

Authors: Edward W. Frees

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Description:

Designed especially for business and social science readers who are familiar with the fundamentals of statistics, this book explores both the theory and practice of regression analysis. KEY TOPICS: Describes the interaction between data analysis and regression models used to represent the data -- to help readers learn how to analyze regression data, understand regression models, and how to specify an appropriate model to represent a data set. The main narrative in each chapter stresses application and interpretation of results in applied statistical methods from a user's point of view. Principles are introduced as needed.
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Book details

Publisher: Prentice Hall PTR
Binding: Hardcover
Language: English

Preface
About the Author
Introduction
Foundations
Regression Using One Independent Variable
Regression Using Many Independent Variables
Regression Using Categorical Independent Variables
Regression - Selecting a Model
Regression - Interpreting Results
Regression Using Binary Dependent Variables
Random Processes and Random Walks
Autocorrelations and Autoregressive Models
Forecasting and Time Series Models
Reporting Writing: Communicating Data Analysis Results
Presenting Data
Elements of Matrix Algebra
Technical Supplements
Glossary
References
Probability Tables
Answers to Selected Exercises
Index