Data Analysis Using Regression Models

The Business Perspective

First Edition
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September 20, 2024 | History

Data Analysis Using Regression Models

The Business Perspective

First Edition

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. 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.

Publish Date
Publisher
Prentice Hall
Language
English
Pages
714

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Edition Availability
Cover of: Data Analysis Using Regression Models
Data Analysis Using Regression Models: The Business Perspective
August 18, 1995, Prentice Hall
Hardcover in English - 1 edition
Cover of: Data Analysis Using Regression Models
Data Analysis Using Regression Models: The Business Perspective
August 18, 1995, Prentice Hall
Hardcover in English - First Edition
Cover of: Data Analysis Using Regression Models
Data Analysis Using Regression Models: The Business Perspective
August 18, 1995, Prentice Hall
in English

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Book Details


Table of Contents

-- 1. Introduction --
-- 2. Foundations --
-- 3. Regression Using One Independent Variable --
-- 4. Regression Using Many Independent Variables --
-- 5. Regression Using Categorical Independent Variables --
-- 6. Regression --
-- Selecting a Model --
-- 7. Regression --
-- Interpreting Results --
-- 8. Regression Using Binary Dependent Variables --
-- 9. Random Processes and Random Walks --
-- 10. Autocorrelations and Autoregressive Models --
-- 11. Forecasting and Time Series Models --
-- 12. Reporting Writing: Communicating Data Analysis Results --
-- 13. Presenting Data --
-- Elements of Matrix Algebra --
-- Technical Supplements.

Edition Notes

Includes bibliographical references (p. 665-672) and index.

Published in
Englewood Cliffs, N.J
Copyright Date
©1995

Classifications

Dewey Decimal Class
300/.1/519536
Library of Congress
HA31.3 .F74 1996, RB127 .H353 1994, RB127.H353 1994

The Physical Object

Format
Hardcover
Pagination
xxxiv, 714 pages : illustrations ; 25 cm + 1 computer disc (3 1/2 in.)
Number of pages
714
Weight
3 pounds

Edition Identifiers

Open Library
OL780753M
ISBN 10
0132199815
ISBN 13
978-0683083323
LCCN
95012629, 92048553
OCLC/WorldCat
32384846, 27311229
Digital Object Identifier (DOI)
10.1604/9780683083323
Goodreads
2765689

Work Identifiers

Work ID
OL2906289W

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