| Record Type: |
Electronic resources
: monographic
|
| Author: |
LiuWei, 1964 April 15- |
| Place of Publication: |
Boca Raton |
| Published: |
CRC Press; |
| Year of Publication: |
c2011 |
| Description: |
1 online resource (xxi, 268 p.)ill : |
| Series: |
Monographs on statistics and applied probability |
| Subject: |
Regression analysis - |
| Subject: |
Confidence intervals - |
| Subject: |
Electronic books - |
| Online resource: |
http://www.crcnetbase.com/isbn/978-1-4398-2809-0 |
| Notes: |
Description based on print version record |
| Summary: |
The use of simultaneous confidence bands in linear regression is a vibrant area of research. This book presents an overview of the methodology and applications, including necessary background material on linear models. A special chapter on logistic regression gives readers a glimpse into how these methods can be used for generalized linear models. The appendices provide computational tools for simulating confidence bands. The author also includes MATLAB[registered] programs for all examples on the web. With many numerical examples and software implementation, this text serves the needs of rese |
| ISBN: |
9781439828106electronic bk. |
| ISBN: |
1439828105electronic bk. |
| ISBN: |
hbk. |
| ISBN: |
hbk. |
| Content Note: |
Front cover; Dedication; Preface; Contents; List of Figures; List of Tables; Chapter 1: Introduction to Linear Regression Analysis; Chapter 2: Confidence Bands for One Simple Regression Model; Chapter 3: Confidence Bands for One Multiple Regression Model; Chapter 4: Assessing Part of a Regression Model; Chapter 5: Comparison of Two Regression Models; Chapter 6: Comparison of More Than Two Regression Models; Chapter 8: Confidence Bands for Logistic Regression; Appendices; A: Approximation of the percentile of a random variable; B Computation of projection; C Computation of projection |