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The Resource Applied regression analysis : a research tool

Applied regression analysis : a research tool

Label
Applied regression analysis : a research tool
Title
Applied regression analysis
Title remainder
a research tool
Creator
Contributor
Subject
Language
eng
Summary
"Aimed at the scientist who wishes to gain a working knowledge of regression analysis, the basic purpose of this volume is to develop an understanding of least squares and related statistical methods without becoming excessively mathematical. It is neither a cookbook nor a theoretical book. It is the outgrowth of more than 30 years of consulting experience with scientists and many years of teaching applied regression courses to graduate students in the sciences. Applied Regression Analysis serves as an excellent text for a service course on regression for nonstatisticians and also as a reference for researchers. It also provides a bridge between a two-semester introduction to statistical methods and a theoretical linear models course."--Jacket
Member of
Cataloging source
DLC
http://library.link/vocab/creatorDate
1932-
http://library.link/vocab/creatorName
Rawlings, John O.
Dewey number
519.5/36
Illustrations
illustrations
Index
index present
LC call number
QA278.2
LC item number
.R38 1998
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Pantula, Sastry G
  • Dickey, David A
Series statement
Springer texts in statistics
http://library.link/vocab/subjectName
Regression analysis
Label
Applied regression analysis : a research tool
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages [635]-646) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Review of Simple Regression -- Introduction to Matrices -- Multiple Regression in Matrix Notation -- Analysis of Variance and Quadratic Forms -- Case Study: Five Independent Variables -- Geometry of Least Squares -- Model Development: Variable Selection -- Polynomial Regression -- Class Variables in Regression -- Problem Areas in Least Squares -- Regression Diagnostics -- Transformation of Variables -- Collinearity -- Case Study: Collinearity Problems -- Models Nonlinear in the Parameters -- Case Study: Response Curve Modeling -- Analysis of Unbalanced Data -- Mixed Effects Models -- Case Study: Analysis of Unbalanced Data -- Appendix: Tables
Control code
38073341
Dimensions
25 cm
Edition
  • 2nd ed. /
  • John O. Rawlings, Sastry G. Pantula, David A. Dickey.
Extent
xviii, 657 pages
Isbn
9780387984544
Isbn Type
(hardcover : alk. paper)
Lccn
97048858
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
Label
Applied regression analysis : a research tool
Publication
Bibliography note
Includes bibliographical references (pages [635]-646) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Review of Simple Regression -- Introduction to Matrices -- Multiple Regression in Matrix Notation -- Analysis of Variance and Quadratic Forms -- Case Study: Five Independent Variables -- Geometry of Least Squares -- Model Development: Variable Selection -- Polynomial Regression -- Class Variables in Regression -- Problem Areas in Least Squares -- Regression Diagnostics -- Transformation of Variables -- Collinearity -- Case Study: Collinearity Problems -- Models Nonlinear in the Parameters -- Case Study: Response Curve Modeling -- Analysis of Unbalanced Data -- Mixed Effects Models -- Case Study: Analysis of Unbalanced Data -- Appendix: Tables
Control code
38073341
Dimensions
25 cm
Edition
  • 2nd ed. /
  • John O. Rawlings, Sastry G. Pantula, David A. Dickey.
Extent
xviii, 657 pages
Isbn
9780387984544
Isbn Type
(hardcover : alk. paper)
Lccn
97048858
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations

Library Locations

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      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
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