Exact confidence intervals in the presence of interference

Description

Computes large sample confidence intervals of Liu and Hudgens (2014), conservative exact confidence intervals of Tchetgen Tchetgen and VanderWeele (2012), and exact confidence intervals of Rigdon and Hudgens (2014) for treatment effects on a binary outcome in two-stage randomized experiments with interference.

Details

Package: interferenceCI
Type: Package
Version: 1.0
Date: 2014-10-16
License: GPL-3

Author(s)

Joseph Rigdon jrigdon@bios.unc.edu

References

Hudgens, M.G. and Halloran, M.E. “Toward causal inference with interference.” Journal of the American Statistical Association 2008 103:832-842.

Tchetgen Tchetgen, E. and VanderWeele, T.J. “On causal inference in the presence of interference.” Statistical Methods in Medical Research 2012 21:55-75.

Liu, L. and Hudgens, M.G. “Large sample randomization inference of causal effects in the presence of interference.” Journal of the American Statistical Association 2014 109, 288-301.

Rigdon, J. and Hudgens, M.G. “Exact confidence intervals in the presence of interference.” Submitted to Statistics and Probability Letters 2014.