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The Resource Designing general linear models to test research hypotheses, Keith McNeil, Isadore Newman, John W. Fraas

Designing general linear models to test research hypotheses, Keith McNeil, Isadore Newman, John W. Fraas

Label
Designing general linear models to test research hypotheses
Title
Designing general linear models to test research hypotheses
Statement of responsibility
Keith McNeil, Isadore Newman, John W. Fraas
Creator
Contributor
Subject
Language
eng
Summary
"The focus of this text is placed on designing General Linear Models (regression models) to test research hypotheses. The authors illustrate and discuss General Linear Models specifically designed to statistically test research hypotheses that deal with the differences among group means, relationships between continuous variables, analysis of covariance, interaction effects, nonlinear relationships, and repeated measures. Many of the chapters contain sections entitled "General Hypothesis" and "Applied Hypothesis." The General Hypothesis sections are designed to provide the readers with "road maps" regarding how to conduct the various analyses presented in the text. The Applied Hypothesis sections illustrate how the various analyses are conducted with Microsoft Excel and SPSS for Windows and how the outputs should be interpreted to test the hypotheses. Throughout the text, the authors stress the importance of designing regression models that precisely reflect the null and research hypotheses."--Publisher's website
Cataloging source
YDXCP
http://library.link/vocab/creatorName
McNeil, Keith A
Illustrations
illustrations
Index
index present
LC call number
QA276
LC item number
.M393 2012
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Newman, Isadore
  • Fraas, John W
http://library.link/vocab/subjectName
  • Linear models (Statistics)
  • Statistical hypothesis testing
  • Regression analysis
  • Social sciences
  • Social sciences
Label
Designing general linear models to test research hypotheses, Keith McNeil, Isadore Newman, John W. Fraas
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages [477]-482) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction to the General Linear Model -- Hypothesis Testing -- Vectors and Vector Operations -- Research Hypotheses Employing Dichotomous Predictor Variables -- Research Hypotheses Employing Continuous Predictor Variables -- Multiple Continuous Predictor Variables -- Interaction -- Statistical Control of Possible Confounding Variables -- Nonlinear Relationships -- Detection of Change -- Dichotomous Criterion Variable -- The Strategy of Research as Viewed from the GLM Approach
Control code
770603738
Dimensions
23 cm
Extent
485 pages
Isbn
9780761857686
Isbn Type
(pbk. : alk. paper)
Lccn
2011940399
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
  • (OCoLC)770603738
  • (OCoLC)770603738
Label
Designing general linear models to test research hypotheses, Keith McNeil, Isadore Newman, John W. Fraas
Publication
Bibliography note
Includes bibliographical references (pages [477]-482) and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction to the General Linear Model -- Hypothesis Testing -- Vectors and Vector Operations -- Research Hypotheses Employing Dichotomous Predictor Variables -- Research Hypotheses Employing Continuous Predictor Variables -- Multiple Continuous Predictor Variables -- Interaction -- Statistical Control of Possible Confounding Variables -- Nonlinear Relationships -- Detection of Change -- Dichotomous Criterion Variable -- The Strategy of Research as Viewed from the GLM Approach
Control code
770603738
Dimensions
23 cm
Extent
485 pages
Isbn
9780761857686
Isbn Type
(pbk. : alk. paper)
Lccn
2011940399
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
  • (OCoLC)770603738
  • (OCoLC)770603738

Library Locations

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      38.944491 -92.326012
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