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    <title>analysis of covariance and alternatives : statistical methods for experiments, quasi-experiments, and single-case studies</title>
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  <name type="personal">
    <namePart>Huitema, Bradley E.</namePart>
    <namePart type="date">1938-</namePart>
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  <genre authority="local">Electronic books.</genre>
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    <place>
      <placeTerm type="text">Hoboken, N.J</placeTerm>
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    <publisher>Wiley</publisher>
    <dateIssued>©2011</dateIssued>
    <dateIssued encoding="marc">2011</dateIssued>
    <edition>2nd ed.</edition>
    <issuance>monographic</issuance>
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    <extent>1 online resource (xvi, 661 pages) : illustrations.</extent>
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  <abstract>A complete guide to cutting-edge techniques and best practices for applying covariance analysis methods The Second Edition of Analysis of Covariance and Alternatives sheds new light on its topic, offering in-depth discussions of underlying assumptions, comprehensive interpretations of results, and comparisons of distinct approaches. The book has been extensively revised and updated to feature an in-depth review of prerequisites and the latest developments in the field. The author begins with a discussion of essential topics relating to experimental design and analysis, including analysis of.</abstract>
  <tableOfContents>Frontmatter -- Basic Experimental Design and Analysis. Review of Basic Statistical Methods -- Review of Simple Correlated Samples Designs and Associated Analyses -- ANOVA Basics for One-Factor Randomized Group, Randomized Block, and Repeated Measurement Designs -- Essentials of Regression Analysis. Simple Linear Regression -- Essentials of Multiple Linear Regression -- Essentials of Simple and Multiple ANCOVA. One-Factor Analysis of Covariance -- Analysis of Covariance through Linear Regression -- Assumptions and Design Considerations -- Multiple Comparison Tests and Confidence Intervals -- Multiple Covariance Analysis -- Alternatives for Assumption Departures. Johnson₆Neyman and Picked-Points Solutions for Heterogeneous Regression -- Nonlinear ANCOVA -- Quasi-ANCOVA: When Treatments Affect Covariates -- Robust ANCOVA/Robust Picked Points -- ANCOVA for Dichotomous Dependent Variables -- Designs with Ordered Treatments and No Covariates -- ANCOVA for Ordered Treatments Designs -- Single-Case Designs. Simple Interrupted Time-Series Designs -- Examples of Single-Case AB Analysis -- Analysis of Single-Case Reversal Designs -- Analysis of Multiple-Baseline Designs -- ANCOVA Extensions. Power Estimation -- ANCOVA for Randomized-Block Designs -- Two-Factor Designs -- Randomized Pretest₆Posttest Designs -- Multiple Dependent Variables -- Quasi-Experiments and Misconceptions. Nonrandomized Studies: Measurement Error Correction -- Design and Analysis of Observational Studies -- Common ANCOVA Misconceptions -- Uncontrolled Clinical Trials -- Appendix: Statistical Tables -- References -- Index -- Wiley Series in Probability and Statistics.</tableOfContents>
  <note type="statement of responsibility">Bradley Huitema.</note>
  <note>Includes bibliographical references and index.</note>
  <subject authority="lcsh">
    <topic>Analysis of covariance</topic>
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  <subject>
    <topic>Analysis of covariance</topic>
  </subject>
  <subject authority="bisacsh">
    <topic>MATHEMATICS</topic>
    <topic>Probability &amp; Statistics</topic>
    <topic>General</topic>
  </subject>
  <subject authority="fast">
    <topic>Analysis of covariance</topic>
  </subject>
  <classification authority="lcc">QA279 .H83 2011</classification>
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      <edition>2nd ed.</edition>
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