print.ctmle: print a ctmle object

In ctmle: Collaborative Targeted Maximum Likelihood Estimation

Description

print a ctmle object

Usage

## S3 method for class 'ctmle'
print(x, ...)

Arguments

x	a ctmle object
...	other parameter

Examples

## Not run: 
N <- 1000
p = 10
Wmat <- matrix(rnorm(N * p), ncol = p)
beta1 <- 4+2*Wmat[,1]+2*Wmat[,2]+2*Wmat[,5]+2*Wmat[,6]+2*Wmat[,8]
beta0 <- 2+2*Wmat[,1]+2*Wmat[,2]+2*Wmat[,5]+2*Wmat[,6]+2*Wmat[,8]
tauW <- 2
tau <- 2
gcoef <- matrix(c(-1,-1,rep(-(3/((p)-2)),(p)-2)),ncol=1)
Wm <- as.matrix(Wmat)
g <- 1/(1+exp(Wm%*%gcoef))
A <- rbinom(N, 1, prob = g)
sigma <- 1
epsilon <-rnorm(N,0,sigma)
Y  <- beta0 + tauW*A + epsilon

# Initial estimate of Q
Q <- cbind(rep(mean(Y[A == 0]), N), rep(mean(Y[A == 1]), N))

# User-suplied initial estimate
time_greedy <- system.time(
ctmle_discrete_fit1 <- ctmleDiscrete(Y = Y, A = A, W = data.frame(Wmat), Q = Q,
                                    preOrder = FALSE)
)
ctmle_summary = summary(ctmle_discrete_fit1)
ctmle_summary
ctmle_discrete_fit1

## End(Not run)

ctmle documentation built on Dec. 16, 2019, 1:19 a.m.