rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Handbook of applied multivariate statistics and mathematical modeling
  name:
    name part: Tinsley, Howard E. A.
  name:
    name part: Brown, Steven D. (Steven Douglas)
    name part: 1947-
  name:
    name part: Knovel (Firm)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: cau
    date issued: 2000
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xxviii, 721 pages) : illustrations
  abstract: 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.
  table of contents: 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.
  table of contents: 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.
  note: edited by Howard E.A. Tinsley, Steven D. Brown.
  note: Electronic resource.
  note: 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. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL
  note: digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL
  note: Includes bibliographical references and indexes.
  subject:
    topic: Multivariate analysis
  subject:
    topic: Mathematical models
  subject:
    topic: Models, Theoretical
  subject:
    topic: Multivariate Analysis
  subject:
    topic: MATHEMATICS
    topic: Probability & Statistics
    topic: Multivariate Analysis
  subject:
    topic: Mathematical models
  subject:
    topic: Multivariate analysis
  subject:
    topic: Multivariate analyse
  subject:
    topic: Wiskundige modellen
  classification: QA278 .H3453 2000eb
  classification: 519.535
  classification: QA 278 H2362 2000
  classification: 31.73
  related item:
    title info:
      title: Handbook of applied multivariate statistics and mathematical modeling
    origin info:
      publisher: San Diego : Academic Press, ©2000
    identifier: (DLC) 99068685
    identifier: (OCoLC)44732673
  related item:
    title info:
      title: Handbook of applied multivariate statistics and mathematical modeling
    origin info:
      publisher: San Diego : Academic Press, ©2000
    identifier: (OCoLC)805923283
  identifier: 9780080533568
  identifier: 0080533566
  identifier: 9780126913606
  identifier: 0126913609
  identifier: 1281033723
  identifier: 9781281033727
  identifier: 99068685
  identifier: 78927:78927 Elsevier Science & Technology
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: OPELS
    record creation date: 070806
    record change date: 20260609152949.5
    record identifier: in00003830825
    language of cataloging:
      language term: eng