Other packages > Find by keyword >

dstat  

Conditional Sensitivity Analysis for Matched Observational Studies
View on CRAN: Click here


Download and install dstat package within the R console
Install from CRAN:
install.packages("dstat")

Install from Github:
library("remotes")
install_github("cran/dstat")

Install by package version:
library("remotes")
install_version("dstat", "1.0.4")



Attach the package and use:
library("dstat")
Maintained by
Paul R. Rosenbaum
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-16
Latest Update: 2019-04-16
Description:
A d-statistic tests the null hypothesis of no treatment effect in a matched, nonrandomized study of the effects caused by treatments. A d-statistic focuses on subsets of matched pairs that demonstrate insensitivity to unmeasured bias in such an observational study, correcting for double-use of the data by conditional inference. This conditional inference can, in favorable circumstances, substantially increase the power of a sensitivity analysis (Rosenbaum (2010) ). There are two examples, one concerning unemployment from Lalive et al. (2006) , the other concerning smoking and periodontal disease from Rosenbaum (2017) .
How to cite:
Paul R. Rosenbaum (2019). dstat: Conditional Sensitivity Analysis for Matched Observational Studies. R package version 1.0.4, https://cran.r-project.org/web/packages/dstat. Accessed 27 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited dstat R package
View dstat citation profile
Other R packages that dstat depends, imports, suggests or enhances
Complete documentation for dstat
Functions, R codes and Examples using the dstat R package
Some associated functions: amplify . dental . dstat-package . dstat . lalive . 
Some associated R codes: amplify.R . dstat.R .  Full dstat package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency  
spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  
usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA