README.md

In matt-tudball/selectioninterval: Selection Bias Sensitivity Analysis

selectioninterval: An R package for a selection bias sensitivity analysis

The goal of selectioninterval is to provide a confidence interval for a range of possible estimates, given a logistic model for the inverse probability weights. Currently, ordinary least squares and two-stage least squares are the only supported estimators.

Installation

To install, run

library(devtools)
install_github("matt-tudball/selectioninterval")

Example

This is a basic example of a selection bias sensitivity analysis:

library(selectioninterval)
## To be done

References

Tudball, M., Hughes, R., Tilling, K., Bowden, J., Zhao, Q. Sample-constrained partial identification with application to selection bias. Biometrika. https://academic.oup.com/biomet/advance-article/doi/10.1093/biomet/asac042/6649721 (2022).

matt-tudball/selectioninterval documentation built on Sept. 4, 2022, 4:08 p.m.