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: Meta-analysis
    sub title: a structural equation modeling approach
  name:
    name part: Cheung, Mike W. L.
    role:
      role term: creator
  name:
    name part: ebrary, Inc
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: enk
    date issued: 2015
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource.
  table of contents: Cover; Title Page; Copyright; Contents; Preface; Acknowledgments; List of abbreviations; List of figures; List of tables; Chapter 1 Introduction; 1.1 What is meta-analysis?; 1.2 What is structural equation modeling?; 1.3 Reasons for writing a book on meta-analysis and structural equation modeling; 1.3.1 Benefits to users of structural equation modeling and meta-analysis; 1.4 Outline of the following chapters; 1.4.1 Computer examples and data sets used in this book; 1.5 Concluding remarks and further readings; References; Chapter 2 Brief review of structural equation modeling; 2.1 Introduction
  table of contents: 2.2 Model specification 2.2.1 Equations; 2.2.2 Path diagram; 2.2.3 Matrix representation; 2.3 Common structural equation models; 2.3.1 Path analysis; 2.3.2 Confirmatory factor analysis; 2.3.3 Structural equation model; 2.3.4 Latent growth model; 2.3.5 Multiple-group analysis; 2.4 Estimation methods, test statistics, and goodness-of-fit indices; 2.4.1 Maximum likelihood estimation; 2.4.2 Weighted least squares; 2.4.3 Multiple-group analysis; 2.4.4 Likelihood ratio test and Wald test; 2.4.5 Confidence intervals on parameter estimates; 2.4.6 Test statistics versus goodness-of-fit indices
  table of contents: 2.5 Extensions on structural equation modeling 2.5.1 Phantom variables; 2.5.2 Definition variables; 2.5.3 Full information maximum likelihood estimation; 2.6 Concluding remarks and further readings; References; Chapter 3 Computing effect sizes for meta-analysis; 3.1 Introduction; 3.2 Effect sizes for univariate meta-analysis; 3.2.1 Mean differences; 3.2.2 Correlation coefficient and its Fisher's z transformation; 3.2.3 Binary variables; 3.3 Effect sizes for multivariate meta-analysis; 3.3.1 Mean differences; 3.3.2 Correlation matrix and its Fisher's z transformation; 3.3.3 Odds ratio
  table of contents: 3.4 General approach to estimating the sampling variances and covariances 3.4.1 Delta method; 3.4.2 Computation with structural equation modeling; 3.5 Illustrations Using R; 3.5.1 Repeated measures; 3.5.2 Multiple treatment studies; 3.5.3 Multiple-endpoint studies; 3.5.4 Multiple treatment with multiple-endpoint studies; 3.5.5 Correlation matrix; 3.6 Concluding remarks and further readings; References; Chapter 4 Univariate meta-analysis; 4.1 Introduction; 4.2 Fixed-effects model; 4.2.1 Estimation and hypotheses testing; 4.2.2 Testing the homogeneity of effect sizes
  table of contents: 4.2.3 Treating the sampling variance as known versus as estimated 4.3 Random-effects model; 4.3.1 Estimation and hypothesis testing; 4.3.2 Testing the variance component; 4.3.3 Quantifying the degree of the heterogeneity of effect sizes; 4.4 Comparisons between the fixed- and the random-effects models; 4.4.1 Conceptual differences; 4.4.2 Statistical differences; 4.5 Mixed-effects model; 4.5.1 Estimation and hypotheses testing; 4.5.2 Explained variance; 4.5.3 A cautionary note; 4.6 Structural equation modeling approach; 4.6.1 Fixed-effects model; 4.6.2 Random-effects model
  note: Mike W.-L. Cheung.
  note: Electronic resource.
  note: Includes bibliographical references and index.
  subject:
    topic: Statistics
  subject:
    topic: Meta-analysis
  subject:
    topic: Research
    topic: Statistical methods
  subject:
    topic: Sampling (Statistics)
  classification: QA278.4 .C44 2015
  classification: 001.4/22
  related item:
    title info:
      title: Meta-analysis
    name:
      name part: Cheung, Mike W. L.
    origin info:
      publisher: Chichester, West Sussex : John Wiley & Sons, Inc., 2015
    identifier: (DLC) 2015004846
  identifier: 9781118957837
  identifier: 1118957830
  identifier: 9781118957820
  identifier: 1118957822
  identifier: 9781119993438
  identifier: 9781118957813
  identifier: 1118957814
  identifier: 1119993431
  identifier: 2015008108
  identifier: https://ebookcentral.proquest.com/lib/tamucs/detail.action
  related item:
    location:
      url: https://ebookcentral.proquest.com/lib/tamucs/detail.action
  record info:
    record content source: NhCcYBP
    record creation date: 150529
    record change date: 20250816210108.6
    record identifier: in00003526926