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Regression Using JMP

Regression Using JMP

Rudolf Freund, Ramon Littell, Lee Creighton

ISBN: 978-0-471-48307-6

Aug 2003

288 pages

Select type: Paperback

$101.00

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Description

Filled with examples, Regression Using JMP?? introduces you to the basics of regression analysis using JMP?? software. You will learn how to perform regression analyses using a wide variety of models including linear and nonlinear models. Taking a tutorial approach, the author cover the customary Fit Y by X and Fit Model platforms, as well as the new features and capabilities of JMP?? Version 5, Output is covered in helpful detail.

Thorough discussion of the following is also presented:
* confidence limits
* polynomial and smoothing models
* examples using JMP?? scripting language
* regression in the context of linear model methodology
* diagnosis of and remedies for data problems including outliers and collinearity


Statistical consultants familiar with regression analysis and with basic JMP concepts will appreciate the conversational, "what to look for" and "what if" scenarios presented. Non-Statisticians with a working knowledge of statistical concepts will learn to use JMP successfully for each analysis.

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Acknowledgments.

Using This Book.

1. Regression Concepts.

2. Regressions in JMP.

3. Observations.

4. Collinearity: Detection and Remedial Measures.

5. Polynomial and Smoothing Models.

6. Special Applications of Linear Models.

7. Nonlinear Models.

8. Regression with JMP Scripting Language.

References.

Index.

"…for a new JMP user, this book should certainly jump-start the process of using JMP effectively." (Technometrics, August 2004, Vol. 46, No. 3)