Predictors of Resilience to a Stressor in a Single-Arm Study

Studies of resilience in older adults employ a single-arm design where everyone experiences the stressor. The simplistic approach of regressing change versus baseline yields biased estimates due to regression-to-the-mean. This package provides a method to correct the bias. It also allows covariates to be included. The method implemented in the package is described in Varadhan, R., Zhu, J., and Bandeen-Roche, K (2024), Biostatistics 25(4): 1094-1111.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("resilience")

2025.1.1 by Ravi Varadhan, 10 months ago


Browse source code at https://github.com/cran/resilience


Authors: Ravi Varadhan [aut, cre] , Jiafeng Zhu [ctb]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats, mice, nptest

Depends on parallel, doParallel, foreach


See at CRAN