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 Text: Availability: 0 |
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| Items | – Name: Title 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> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su 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> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22MEDICAL+%2F+Biostatistics%22">MEDICAL / Biostatistics</searchLink><br /><searchLink fieldCode="ZK" term="%22MATHEMATICS+%2F+Probability+%26+Statistics+%2F+General%22">MATHEMATICS / Probability & Statistics / General</searchLink> |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=nlebk&AN=906064 |
| 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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