Sample Size Calculations for Clustered and Longitudinal Outcomes in Clinical Research

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Title: Sample Size Calculations for Clustered and Longitudinal Outcomes in Clinical Research
Description: This book explains how to determine sample size for studies with correlated outcomes, which are widely implemented in medical, epidemiological, and behavioral studies. For clustered studies, the authors provide sample size formulas that account for variable cluster sizes and within-cluster correlation. For longitudinal studies, they present sample size formulas that account for within-subject correlation among repeated measurements and various missing data patterns. For multiple levels of clustering, the authors describe how randomization impacts trial administration, analysis, and sample size requirement.
Authors: Chul Ahn, Moonseoung Heo, Song Zhang
Resource Type: eBook.
Subjects: Clinical medicine--Research--Statistical metho, Sampling (Statistics)
Categories: MEDICAL / Biostatistics, MATHEMATICS / Probability & Statistics / General
Database: eBook Collection (EBSCOhost)
FullText Links:
  – Type: ebook-pdf
  – Type: ebook-epub
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  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 906064
RelevancyScore: 1064
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1063.91076660156
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  Label: Title
  Group: Ti
  Data: Sample Size Calculations for Clustered and Longitudinal Outcomes in Clinical Research
– Name: Abstract
  Label: Description
  Group: Ab
  Data: This book explains how to determine sample size for studies with correlated outcomes, which are widely implemented in medical, epidemiological, and behavioral studies. For clustered studies, the authors provide sample size formulas that account for variable cluster sizes and within-cluster correlation. For longitudinal studies, they present sample size formulas that account for within-subject correlation among repeated measurements and various missing data patterns. For multiple levels of clustering, the authors describe how randomization impacts trial administration, analysis, and sample size requirement.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Chul+Ahn%22">Chul Ahn</searchLink><br /><searchLink fieldCode="AR" term="%22Moonseoung+Heo%22">Moonseoung Heo</searchLink><br /><searchLink fieldCode="AR" term="%22Song+Zhang%22">Song Zhang</searchLink>
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  Data: eBook.
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  Data: <searchLink fieldCode="DE" term="%22Clinical+medicine--Research--Statistical+metho%22">Clinical medicine--Research--Statistical metho</searchLink><br /><searchLink fieldCode="DE" term="%22Sampling+%28Statistics%29%22">Sampling (Statistics)</searchLink>
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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 610.724
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Clinical medicine--Research--Statistical metho
        Type: general
      – SubjectFull: Sampling (Statistics)
        Type: general
    Titles:
      – TitleFull: Sample Size Calculations for Clustered and Longitudinal Outcomes in Clinical Research
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Chul Ahn
      – PersonEntity:
          Name:
            NameFull: Moonseoung Heo
      – PersonEntity:
          Name:
            NameFull: Song Zhang
      – PersonEntity:
          Name:
            NameFull: Chul Ahn
      – PersonEntity:
          Name:
            NameFull: Moonseoung Heo
      – PersonEntity:
          Name:
            NameFull: Song Zhang
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2015
            – D: 07
              M: 12
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9781466556263
            – Type: isbn-print
              Value: 9780367575991
            – Type: isbn-electronic
              Value: 9781466556270
            – Type: isbn-electronic
              Value: 9780429097683
            – Type: isbn-electronic
              Value: 9781040059456
          Titles:
            – TitleFull: Sample Size Calculations for Clustered and Longitudinal Outcomes in Clinical Research
              Type: main
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