SCORNET Estimator
scornet(
Delta,
C,
t0.all,
C.UL = NULL,
filter = NULL,
filter.UL = NULL,
Z0 = NULL,
Z0.UL = NULL,
Zehr = NULL,
Zehr.UL = NULL,
K = Knorm,
b = NULL,
bexp = -1/4,
fc = NULL,
nCores = 1
)
Labeled set current status labels (I(T<C))
Labeled set censoring times
Times at which to estimate survival
Unlabeled set censoring times
Labeled set binary filter indicators
Unlabeled set filter indicators
Labeled set baseline feature matrix
Unlabeled set baseline feature matrix
Labeled set EHR-derived feature matrix
Unlabeled set EHR-derived feature matrix
Kernel function (defaults to standard normal)
bandwidth (optional)
bandwidth exponent (must be between -1/5 and -1/3, defaults to -1/4)
N^1/4-consistent pdf estimator of C|Z0 (defaults to Kernel-Smoothed Cox/Breslow estimator)
Number of cores to use for parallelization (defaults to 1)
S_hat: Survival function estimates at times t0.all; StdErrs: Asymptotically consistent standard error estimates corresponding to S_hat