Coverart for item
The Resource Handbook of applied multivariate statistics and mathematical modeling, edited by Howard E.A. Tinsley, Steven D. Brown

Handbook of applied multivariate statistics and mathematical modeling, edited by Howard E.A. Tinsley, Steven D. Brown

Handbook of applied multivariate statistics and mathematical modeling
Handbook of applied multivariate statistics and mathematical modeling
Statement of responsibility
edited by Howard E.A. Tinsley, Steven D. Brown
Multivariate statistics and mathematical models provide flexible and powerful tools essential in most disciplines. Nevertheless, many practicing researchers lack an adequate knowledge of these techniques, or did once know the techniques, but have not been able to keep abreast of new developments. The Handbook of Applied Multivariate Statistics and Mathematical Modeling explains the appropriate uses of multivariate procedures and mathematical modeling techniques, and prescribe practices that enable applied researchers to use these procedures effectively without needing to concern themselves with the mathematical basis. The Handbook emphasizes using models and statistics as tools. The objective of the book is to inform readers about which tool to use to accomplish which task. Each chapter begins with a discussion of what kinds of questions a particular technique can and cannot answer. As multivariate statistics and modeling techniques are useful across disciplines, these examples include issues of concern in biological and social sciences as well as the humanities
Cataloging source
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Handbook of applied multivariate statistics and mathematical modeling, edited by Howard E.A. Tinsley, Steven D. Brown
Handbook of applied multivariate statistics and mathematical modeling, edited by Howard E.A. Tinsley, Steven D. Brown
Related Contributor
Related Location
Related Agents
Related Authorities
Related Subjects
Bibliography note
Includes bibliographical references and indexes
Carrier category
online resource
Carrier category code
Carrier MARC source
Content category
Content type code
Content type MARC source
  • Introduction. -- H.E.A. Tinsley and S.D. Brown, Multivariate Statistics and Mathematical Modeling. -- J. Hetherington, Role of Theory and Experimental Design in Multivariate Analysis and Mathematical Modeling. -- R.V. Dawis, Scale Construction and Psychometric Considerations. -- H.E.A. Tinsley and D.J. Weiss, Interrater Reliability and Agreement. -- M. Hallahan and R. Rosenthal, Interpreting and Reporting Results. -- A. Venter and S.E. Maxwell, Issues in the Use and Application of Multiple Regression Analysis. -- C.J. Huberty and M.D. Petoskey, Multivariate Analysis of Variance and Covariance. -- M.T. Brown and L.R. Wicker, Discriminant Analysis. -- R.M. Thorndike, Canonical Correlation Analysis. -- R. Cudeck, Exploratory Factor Analysis. -- P.A. Gore, Jr., Cluster Analysis. -- M.L. Davison and S.G. Sireci, Multidimensional Scaling. -- M.M. Mark, C.S. Reichardt, and L.J. Sanna, Time-Series Designs and Analyses. -- P.B. Imrey, Poisson Regression, Logistic Regression, and Loglinear Models for Random Counts. -- L.F. Dilalla, Structural Equation Modeling: Uses and Issues. -- R.H. Hoyle, Confirmatory Factor Analysis. -- B.J. Becker, Multivariate Meta-analysis. -- G.A. Marcoulides, Generalizability Theory. -- R.K. Hambelton, F. Robin, and D. Xing, Item Response Models for the Analysis of Educational and Psychological Test Data. -- L. Dumenci, Multitrait-Multimethod Analysis. -- I.G.G. Kreft, Using Random Coefficient Linear Models for the Analysis of Hierarchically Nested Data. -- T.J.G. Tracey, Analysis of Circumplex Models. -- J.B. Willett and M.K. Keiley, Using Covariance Structure Analysis to Model Change over Time. -- Author Index. -- Subject Index
  • Multivariate statistics and mathematical modeling / Howard E.A. Tinsley and Steven D. Brown -- Role of theory and experimental design in multivariate analysis and mathematical modeling / John Hetherington -- Scale construction and psychometric considerations / Rene V. Dawis -- Interrater reliability and agreement / Howard E.A. Tinsley and David J. Weiss -- Interpreting and reporting results / Mark Hallahan and Robert Rosenthal -- Issues in the use and application of multiple regression analysis / Anre Venter and Scott E. Maxwell -- Multivariate analysis of variance and covariance / Carl J Huberty and Martha D. Petoskey -- Discriminant analysis / Michael T. Brown and Lori R. Wicker -- Canonical correlation analysis / Robert M. Thorndike -- Exploratory factor analysis / Robert Cudeck -- Cluster analysis / Paul A. Gore, Jr. -- Multidimensional scaling / Mark L. Davison and Stephen G. Sireci -- Time-series designs and analyses / Melvin M. Mark, Charles S. Reichardt, and Lawrence J. Sanna -- Poisson regression, logistic regression, and loglinear models for random counts / Peter B. Imrey -- Structural equation modeling : uses and issues / Lisabeth F. Dilalla --Confirmatory factor analysis / Rick H. Hoyle -- Multivariate meta-analysis / Betsy J. Becker -- Generalizability theory / George A. Marcoulides -- Item response models for the analysis of educational and psychological test data / Ronald K. Hambleton, Frederic Robin, and Dehui Xing -- Multitrait-multimethod analysis / Levent Dumenci -- Using random coefficient linear models for the analysis of hierarchically nested data / Ita G.G. Kreft -- Analysis of circumplex models / Terence J.G. Tracey -- Using covariance structure analysis to model change over time / John B. Willett and Margaret K. Keiley
{'f': ''}
1 online resource (xxviii, 721 pages)
Form of item
Media category
Media MARC source
Media type code
Other physical details
Reproduction note
Electronic reproduction.
Specific material designation
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.

Library Locations

    • Folsom LibraryBorrow it
      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
Processing Feedback ...