Methods for Causal Inference with Interference
Plot histograms of weights from an interference object
Retreive Direct Effect estimates
Get arguments from a function
Retreive Indirect Effect estimates
Methods for causal inference with interference
Estimate Causal Effects in presence of interference
Log Likelihood
Default integrand for the group-level propensity score
Retrieve Overall Effect Estimates
Prints a summary of an interference object
Compute scores for a single group
Calculate matrix of log Likelihood derivatives
Retrieve Total Effect estimates
Compute IPW weight
Create an array of group weight derivatives
Compute the derivative(s) of a weight
Creates a number of groups by number of allocation schemes matrix of g...
Provides methods for estimating causal effects in the presence of interference described in B. Saul and M. Hugdens (2017) <doi:10.18637/jss.v082.i02>. Currently it implements the inverse-probability weighted (IPW) estimators proposed by E.J. Tchetgen Tchetgen and T.J. Vanderweele (2012) <doi:10.1177/0962280210386779>.