| Description |
1 online resource (xxviii, 721 pages) : illustrations |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Bibliography |
Includes bibliographical references and indexes. |
| Summary |
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. |
| 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 |
Print version record. |
| Access |
Use copy Restrictions unspecified star MiAaHDL |
| Reproduction |
Electronic reproduction. [Place of publication not identified] : HathiTrust Digital Library, 2010. MiAaHDL |
| 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. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL |
| Processing Action |
digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL |
| Subject |
Multivariate analysis.
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Mathematical models.
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Models, Theoretical |
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Multivariate Analysis |
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Analyse multivariée.
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Modèles mathématiques.
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mathematical models.
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MATHEMATICS -- Probability & Statistics -- Multivariate Analysis.
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Mathematical models
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Multivariate analysis
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Multivariate analyse.
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Wiskundige modellen.
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| Added Author |
Tinsley, Howard E. A.
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Brown, Steven D. (Steven Douglas), 1947-
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| Other Form: |
Print version: Handbook of applied multivariate statistics and mathematical modeling. San Diego : Academic Press, ©2000 0126913609 9780126913606 (DLC) 99068685 (OCoLC)44732673 |
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Print version: Handbook of applied multivariate statistics and mathematical modeling. San Diego : Academic Press, ©2000 (OCoLC)805923283 |
| ISBN |
9780080533568 (electronic bk.) |
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0080533566 (electronic bk.) |
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9780126913606 |
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0126913609 |
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1281033723 |
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9781281033727 |
| Standard No. |
AU@ 000048130240 |
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CHDSB 005989055 |
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CHNEW 001006498 |
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DEBBG BV036962306 |
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DEBBG BV039830174 |
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DEBBG BV042317316 |
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DEBSZ 275198499 |
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NZ1 12433455 |
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NZ1 15192867 |
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DKDLA 820120-katalog:9910002441005765 |
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AU@ 000075795399 |
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