estiML: Estimates all the parameters in the SPPS model by maximum...

Description Usage Arguments Value

Description

Estimates all the parameters in the SPPS model by maximum likelihood

Usage

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estiML(x, a, method = "ATE", phi = expit, dphi = dexpit,
  phiinv = expitinv, maxit = 20)

Arguments

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"

phi

A function that maps the real line onto the interval (0,1)

dphi

The derivative of phi

phiinv

The inverse of phi

maxit

The maximum number of iterations to be performed.

Value

a list of model output values as in glm.fit


mvaldora/SPPS documentation built on May 7, 2019, 12:53 a.m.