Handbook of applied multivariate statistics and mathematical modeling

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. Th...

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Bibliographic Details
Other Authors: Tinsley, Howard E. (Editor)
Format: eBook
Language: English
Published: San Diego [u.a.] : Elsevier Academic Press, 2000.
Series: ScienceDirect
Subjects:
Multivariate analysis.
Mathematical models.
elektronické knihy
electronic books
ISBN: 9780126913606
Physical Description: 1 online zdroj.

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Table of contents

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245 0 0 |a Handbook of applied multivariate statistics and mathematical modeling  |h [elektronický zdroj] /  |c ed. by Howard E.A. Tinsley ... 
260 |a San Diego [u.a.] :  |b Elsevier Academic Press,  |c 2000. 
300 |a 1 online zdroj. 
490 0 |a ScienceDirect 
500 |a Dateiformat Volltext: PDF. Produktionsjahr der Online-Ausg.: 2000. 
505 0 |a 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. 
505 0 |a 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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
520 |a 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. 
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650 0 |a Multivariate analysis. 
650 0 |a Mathematical models. 
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655 9 |a electronic books  |2 eczenas 
700 1 |a Tinsley, Howard E.  |4 edt 
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