Description Usage Arguments Value
SCORNET Estimator
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
Delta |
Labeled set current status labels (I(T<C)) |
C |
Labeled set censoring times |
t0.all |
Times at which to estimate survival |
C.UL |
Unlabeled set censoring times |
filter |
Labeled set binary filter indicators |
filter.UL |
Unlabeled set filter indicators |
Z0 |
Labeled set baseline feature matrix |
Z0.UL |
Unlabeled set baseline feature matrix |
Zehr |
Labeled set EHR-derived feature matrix |
Zehr.UL |
Unlabeled set EHR-derived feature matrix |
K |
Kernel function (defaults to standard normal) |
b |
bandwidth (optional) |
bexp |
bandwidth exponent (must be between -1/5 and -1/3, defaults to -1/4) |
fc |
N^1/4-consistent pdf estimator of C|Z0 (defaults to Kernel-Smoothed Cox/Breslow estimator) |
nCores |
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
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