Description Usage Arguments Value
Estimates the avarage treatment effect (ATE) using the classical model (epsilon=delta=0)
| 1 2 | 
| x | A matrix of covariates of dimension n x p | 
| a | A vector a of 0s and 1s of dimension n | 
| y | A vector of responses or outcomes | 
| phi | A function that maps the real line onto the interval (0,1) | 
| dphi | The derivative of  | 
| phiinv | The inverse of  | 
| estim.method | The estimation method to be used for estimating the parameters "ML" (default) or "LS" | 
| maxit | The maximum number of iterations to be performed. | 
| type | The type of IPW estimator to be used: type 1 , type 2 and type 3 combine SPPS with, respectively, IPW1, IPW2 and IPW3 in Lunceford and Davidian(2004) | 
a list containing the ATE and the estimator of beta
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