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  <titleInfo>
    <title>Hierarchical linear modeling</title>
    <subTitle>guide and applications</subTitle>
  </titleInfo>
  <name type="personal">
    <namePart>Garson, G. David.</namePart>
  </name>
  <typeOfResource>text</typeOfResource>
  <originInfo>
    <place>
      <placeTerm type="text">Thousand Oaks, Calif</placeTerm>
    </place>
    <publisher>Sage Publications</publisher>
    <dateIssued>c2013</dateIssued>
    <issuance>monographic</issuance>
  </originInfo>
  <physicalDescription>
    <extent>xix, 371 p. : Illustrations ;</extent>
  </physicalDescription>
  <tableOfContents>Preface -- Fundamentals of hierarchical linear (multilevel) modeling / G. David Garson -- Preparing to analyze multilevel data / G. David Garson -- Introductory guide to hlm with hlm6 software / G. David Garson -- Introductory guide to hlm with sas software / G. David Garson -- Introductory guide to hlm with spss software / G. David Garson -- Introductory and intermediate applications -- A random intercepts model of gpa and sat scores using spss / Forrest C. Lane, Kim F. Nimon, &amp; J. Kyle Roberts -- A random intercept regression model using hlm : cohort analysis of a mathematics curriculum for mathematically promising students / Carissa L. Shafto &amp; Jill L. Adelson -- Random coefficients modeling with hlm : assessment practices and the achievement gap schools / Gregory J. Palardy -- Emotional reactivity to daily stressors using a random coefficients model with sas proc mixed : a repeated measures analysis / Shevaun Neupert -- Hierarchical linear modeling of growth curve trajectories using hlm / David F. Greenberg &amp; Julie A. Phillips -- A piecewise growth model using hlm to examine change in teaching practices following a science teacher professional development intervention / Jaime L. Maerten-Rivera -- Studying reaction to repeated life events with discontinuous change models using hlm / Maike Luhmann &amp; Michael Eid -- A cross-classified multilevel model for first-year college natural science performance using sas / Brian F. Patterson -- Cross-classified multilevel models using stata: how important are schools and neighbourhoods for children's educational attainment? / George Leckie -- Predicting future events from longitudinal data with multivariate hierarchical models and bayes' theorem using sas / Larry J. Brant &amp; Shan L. Sheng -- Index.</tableOfContents>
  <note>Includes index</note>
  <subject authority="lcsh">
    <topic>Linear models (Statistics)</topic>
  </subject>
  <classification authority="lcc">QA 279 HIE</classification>
  <identifier type="isbn">9781412998857 (pbk.)</identifier>
  <recordInfo/>
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