Description Usage Arguments Value
Estimates all the parameters in the SPPS model
| 1 2 | 
| x | A matrix of covariates of dimension n x p | 
| a | A Vector a of 0s and 1s of dimension n | 
| method | The method to be used "ATE" (default) or "IPW" | 
| estim.method | The estimation method to be used for estimating the parameters "ML" (default) or "LS" | 
| phi | A function that maps the real line onto the interval (0,1) | 
| dphi | The derivative of  | 
| phiinv | The inverse of  | 
| maxit | The maximum number of iterations to be performed. | 
a list of model output values as in glm.fit
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