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inferference (version 0.4.61)

Methods for Causal Inference with Interference

Description

Provides methods for estimating causal effects in the presence of interference. Currently it implements the IPW estimators proposed by EJ Tchetgen Tchetgen and TJ Vanderweele in "On causal inference in the presence of interference" (Statistical Methods in Medical Research, 21(1) 55-75).

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Version

Install

install.packages('inferference')

Monthly Downloads

661

Version

0.4.61

License

GPL (>= 2)

Maintainer

Bradley Saul

Last Published

March 9th, 2015

Functions in inferference (0.4.61)

direct_effect

Retreive Direct Effect estimates
voters

Voting Contagion Experiment Data
vaccinesim

Vaccine Study Sample Data
indirect_effect

Retreive Indirect Effect estimates
interference

Estimate Causal Effects in presence of interference
inferference

Methods for causal inference with interference
print.interference

Prints a summary of an interference object
overall_effect

Retrieve Overall Effect Estimates
logit_integrand

Default integrand for the group-level propensity score
total_effect

Retrieve Total Effect estimates