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 07 Nov. 2024.
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

bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
Download / Learn more Package Citations See dependency  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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