Description Usage Arguments References
Estimate the marginal mean of the response when the entire population follows a treatment regime. This function implements the inverse probability weighted estimator proposed by Baqun Zhang et. al..
This function supports the mestimate
function.
1 |
beta |
a vector indexing the treatment regime. It indexes a linear treatment regime: d(x)= I{β_0 + β_1*x_1 + ... + β_k*x_k > 0}. |
x |
a matrix of observed covariates from the sample.
Notice that we assumed the class of treatment regimes is linear.
This is important that columns in |
a |
a vector of 0s and 1s, the observed treatments from a sample |
y |
a vector, the observed responses from a sample |
prob |
a vector, the propensity scores of getting treatment 1 in the samples |
zhang2012robustquantoptr
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