hig.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard-cite-them-right
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • sv-SE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • de-DE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Maximum-likelihood estimation and presentation for the interaction between treatments in observational studies with a dichotomous outcome
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
University of Gävle, Faculty of Engineering and Sustainable Development, Department of Electronics, Mathematics and Natural Sciences, Mathematics.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
2017 (English)In: Communications in statistics. Simulation and computation, ISSN 0361-0918, E-ISSN 1532-4141Article in journal (Refereed) Epub ahead of print
Abstract [en]

In observational studies for the interaction between treatments, one needs to estimate and present both the treatment effects and the interaction to learn the significance of the interaction to the treatment effects. In this article, we estimate the treatment effects and the interaction jointly by using only one logistic model and based on maximum-likelihood. We present the interaction by (1) point estimate and confidence interval of the interaction, (2) point estimate and confidence region of (treatment effect, interaction) and (3) point estimate and confidence interval of the interaction when the maximum-likelihood estimate of one treatment effect falls into specified range.

Place, publisher, year, edition, pages
2017.
Keyword [en]
treatment effect; interaction between treatments; point estimate; interval estimate; logistic model
National Category
Probability Theory and Statistics
Identifiers
URN: urn:nbn:se:hig:diva-22744DOI: 10.1080/03610918.2016.1230213Scopus ID: 2-s2.0-85018852517OAI: oai:DiVA.org:hig-22744DiVA: diva2:1045998
Available from: 2016-11-11 Created: 2016-11-11 Last updated: 2017-06-16Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textScopus

Search in DiVA

By author/editor
Wang, Xiaoqin
By organisation
Mathematics
In the same journal
Communications in statistics. Simulation and computation
Probability Theory and Statistics

Search outside of DiVA

GoogleGoogle Scholar

Altmetric score

Total: 156 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard-cite-them-right
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • sv-SE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • de-DE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf