Other packages > Find by keyword >

informedSen  

Sensitivity Analysis Informed by a Test for Bias
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("informedSen", "1.0.7")



Attach the package and use:
library("informedSen")
Maintained by
Paul R Rosenbaum
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-08-04
Latest Update: 2021-08-04
Description:
After testing for biased treatment assignment in an observational study using an unaffected outcome, the sensitivity analysis is constrained to be compatible with that test. The package uses the optimization software gurobi obtainable from , together with its associated R package, also called gurobi; see: . The method is a substantial computational and practical enhancement of a concept introduced in Rosenbaum (1992) Detecting bias with confidence in observational studies Biometrika, 79(2), 367-374 .
How to cite:
Paul R Rosenbaum (2021). informedSen: Sensitivity Analysis Informed by a Test for Bias. R package version 1.0.7, https://cran.r-project.org/web/packages/informedSen. Accessed 02 Feb. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited informedSen R package
View informedSen citation profile
Other R packages that informedSen depends, imports, suggests or enhances
Complete documentation for informedSen
Functions, R codes and Examples using the informedSen R package
Some associated functions: HDL . informedSen-package . informedsen . senmscores . 
Some associated R codes: informedsen.R . senmscores.R .  Full informedSen package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

listcompr  
List Comprehension for R
Syntactic shortcuts for creating synthetic lists, vectors, data frames, and matrices using list com ...
Download / Learn more Package Citations See dependency  
cptcity  
'cpt-city' Colour Gradients
Incorporates colour gradients from the 'cpt-city' web archive available at ...
Download / Learn more Package Citations See dependency  
bndovb  
Bounding Omitted Variable Bias Using Auxiliary Data
Functions to implement a Hwang(2021) estimator, which bounds an omitted v ...
Download / Learn more Package Citations See dependency  
CPNCoverageAnalysis  
Conceptual Properties Norming Studies as Parameter Estimation
Implementation of conceptual properties norming studies, including estimates of CPNs parameters with ...
Download / Learn more Package Citations See dependency  
mbmixture  
Microbiome Mixture Analysis
Evaluate whether a microbiome sample is a mixture of two samples, by fitting a model for the number ...
Download / Learn more Package Citations See dependency  
cleandata  
To Inspect and Manipulate Data; and to Keep Track of This Process
Functions to work with data frames to prepare data for further analysis. The functions for imputati ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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