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Latent variables

  • Latent Variable Modeling with Rby W. Holmes Finch; Brian F. French

    Taylor and Francis 2015; US$ 49.95

    This book demonstrates how to conduct latent variable modeling (LVM) in R by highlighting the features of each model, their specialized uses, examples, sample code and output, and an interpretation of the results. Each chapter features a detailed example including the analysis of the data using R, the relevant theory, the assumptions underlying the... more...

  • Statistical Methods of Discrimination and Classificationby Sung C. Choi; Ervin Y. Rodin

    Elsevier Science 2014; US$ 31.95

    Statistical Methods of Discrimination and Classification: Advances in Theory and Applications is a collection of papers that tackles the multivariate problems of discriminating and classifying subjects into exclusive population. The book presents 13 papers that cover that advancement in the statistical procedure of discriminating and classifying. ... more...

  • Discriminant Analysis and Applicationsby T. Cacoullos

    Elsevier Science 2014; US$ 72.95

    Discriminant Analysis and Applications comprises the proceedings of the NATO Advanced Study Institute on Discriminant Analysis and Applications held in Kifissia, Athens, Greece in June 1972. The book presents the theory and applications of Discriminant analysis, one of the most important areas of multivariate statistical analysis. This volume contains... more...

  • Latent Variable and Latent Structure Modelsby George A. Marcoulides; Irini Moustaki

    Taylor and Francis 2014; US$ 54.95

    This edited volume features cutting-edge topics from the leading researchers in the areas of latent variable modeling. Content highlights include coverage of approaches dealing with missing values, semi-parametric estimation, robust analysis, hierarchical data, factor scores, multi-group analysis, and model testing. New methodological topics are illustrated... more...

  • Latent Class and Latent Transition Analysisby Linda M. Collins; Stephanie T. Lanza

    Wiley 2013; US$ 132.00 US$ 114.40

    A modern, comprehensive treatment of latent class and latent transition analysis for categorical data On a daily basis, researchers in the social, behavioral, and health sciences collect information and fit statistical models to the gathered empirical data with the goal of making significant advances in these fields. In many cases, it can be useful... more...

  • An Introduction to Latent Variable Growth Curve Modelingby Terry E. Duncan; Susan C. Duncan; Lisa A. Strycker

    Taylor and Francis 2013; US$ 53.95

    This book provides a comprehensive introduction to latent variable growth curve modeling (LGM) for analyzing repeated measures. It presents the statistical basis for LGM and its various methodological extensions, including a number of practical examples of its use. It is designed to take advantage of the reader?s familiarity with analysis of variance... more...

  • Current Topics in the Theory and Application of Latent Variable Modelsby Michael C. Edwards; Robert C. MacCallum

    Taylor and Francis 2012; US$ 49.95

    This book presents recent developments in the theory and application of latent variable models (LVMs) by some of the most prominent researchers in the field. Topics covered involve a range of LVM frameworks including item response theory, structural equation modeling, factor analysis, and latent curve modeling, as well as various non-standard data... more...

  • Handbook of Latent Variable and Related Modelsby Sik-Yum Lee

    Elsevier Science 2011; US$ 180.00

    This Handbook covers latent variable models, which are a flexible class of models for modeling multivariate data to explore relationships among observed and latent variables. - Covers a wide class of important models - Models and statistical methods described provide tools for analyzing a wide spectrum of complicated data - Includes illustrative examples... more...

  • Latent Variable Models and Factor Analysisby David J. Bartholomew; Martin Knott; Irini Moustaki

    Wiley 2011; US$ 93.00 US$ 80.60

    Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples. Nature and interpretation of a latent variable... more...

  • Bias and Causationby Herbert I. Weisberg

    Wiley 2011; US$ 127.00 US$ 110.07

    A one-of-a-kind resource on identifying and dealing with bias in statistical research on causal effects Do cell phones cause cancer? Can a new curriculum increase student achievement? Determining what the real causes of such problems are, and how powerful their effects may be, are central issues in research across various fields of study. Some... more...