Exploratory Subgroup Analyses in Clinical Research
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Form:Einzelkauf Download
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Sprache:Englisch
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eBook Format:ePUB 3
- ePUB 3 85,99 € ausgewählt
- PDF 85,99 €
85,99 €
inkl. gesetzl. MwSt.Beschreibung
Produktdetails
Format
ePUB 3
Kopierschutz
Ja
Family Sharing
Nein
Text-to-Speech
Ja
Erscheinungsdatum
27.03.2020
Verlag
WileySeitenzahl
(Printausgabe)
Dateigröße
4942 KB
Auflage
1. Auflage
Sprache
Englisch
EAN
9781119537007
This essential guide on subgroup analyses in the emerging area of personalized medicine covers the issues of subgroup analyses from a practical and a theoretical/methodological point of view. The practical part introduces the issues using examples from the literature where subgroup analyses led to unexpected or difficult-to-interpret results, which have been interpreted differently by different stakeholders. On the technical side, the book addresses selection and selection bias variance reduction by borrowing information from the full population in estimating a subgroup effect. To this end, subgroup analysis will be linked to statistical modelling, and subgroup selection to model selection. This connection makes the techniques developed for model selection applicable to subgroup analysis.
Beginning with a history of subgroup analysis, Exploratory Subgroup Analyses in Clinical Research offers chapters that cover: objectives and current practice of subgroup analyses; pitfalls of subgroup analyses; subgroup analysis and modeling; hierarchical models in subgroup analysis; and selection bias in regression. It also looks at the predicted individual treatment effect and offers an outlook of the topic in its final chapter.
* Focuses on the statistical aspects of subgroup analysis
* Filled with classroom and conference-workshop tested material
* Written by a leading expert in the field of subgroup analysis
* Complemented with a companion website featuring downloadable datasets and examples for teaching use
Exploratory Subgroup Analyses in Clinical Research is an ideal book for medical statisticians and biostatisticians and will greatly benefit physicians and researchers interested in personalized medicine.
Beginning with a history of subgroup analysis, Exploratory Subgroup Analyses in Clinical Research offers chapters that cover: objectives and current practice of subgroup analyses; pitfalls of subgroup analyses; subgroup analysis and modeling; hierarchical models in subgroup analysis; and selection bias in regression. It also looks at the predicted individual treatment effect and offers an outlook of the topic in its final chapter.
* Focuses on the statistical aspects of subgroup analysis
* Filled with classroom and conference-workshop tested material
* Written by a leading expert in the field of subgroup analysis
* Complemented with a companion website featuring downloadable datasets and examples for teaching use
Exploratory Subgroup Analyses in Clinical Research is an ideal book for medical statisticians and biostatisticians and will greatly benefit physicians and researchers interested in personalized medicine.
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