conf.level% confidence intervals corresponding to a specific time pointThe confidence interval returned by this function corresponds to the value conf.level passed to the function
fit.cox or fit.nonpar. The first input argument cmprsk.obj is a result corresponding to conf.level.
get.pointEst(cmprsk.obj, timepoint)A list with the following fields:
time | |
| a scalar timepoint passed into the function | trt.0 |
a list of estimates of the absolute counterfactual parameters
corresponding to A=0 and the type of event E. trt.0 has the number of
fields as the number of different types of events in the data set.
For each type of event there is a list of estimates: |
CumHaz a point estimate of the cumulative hazard
CumHaz.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the cumulative hazard
CumHaz.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the cumulative hazard
CIF a point estimate of the cumulative incidence function
CIF.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the cumulative incidence function
CIF.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the cumulative incidence function
RMT a point estimate of the restricted mean time
RMT.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the restricted mean time
RMT.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the restricted mean time
trt.1 | |
a list of estimates of the absolute counterfactual parameters
corresponding to A=1 and the type of event E. trt.1 has the number of
fields as the number of different types of events in the data set.
For each type of event there is a list of estimates: |
CumHaz a point estimate of the cumulative hazard
CumHaz.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the cumulative hazard
CumHaz.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the cumulative hazard
CIF a point estimate of the cumulative incidence function
CIF.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the cumulative incidence function
CIF.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the cumulative incidence function
RMT a point estimate of the restricted mean time
RMT.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the restricted mean time
RMT.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the restricted mean time
trt.eff |
log.CumHazR a point estimate of the log of the ratio of hazards between two treatment arms
log.CumHazR.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the log of the ratio of hazards between two treatment arms
log.CumHazR.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the log of the ratio of hazards between two treatment arms
RD a point estimate of the risk difference between two treatment arms
RD.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the risk difference between two treatment arms
RD.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the risk difference between two treatment arms
RR a point estimate of the risk ratio between two treatment arms
RR.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the risk ratio between two treatment arms
RR.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the risk ratio between two treatment arms
ATE.RMT a point estimate of the restricted mean time difference
between two treatment arms
ATE.RMT.CI.L a bootstrap-based quantile estimate of a lower bound of a conf.level% confidence
interval for the restricted mean time difference between two treatment arms
ATE.RMT.CI.U a bootstrap-based quantile estimate of an upper bound of a conf.level% confidence
interval for the restricted mean time difference between two treatment arms
a cmprsk object returned by one of the functions fit.cox or fit.nonpar
a scalar value of the time point of interest
fit.cox, fit.nonpar, causalCmprsk
# create a data set
n <- 1000
set.seed(7)
c1 <- runif(n)
c2 <- as.numeric(runif(n)< 0.2)
set.seed(77)
cf.m.T1 <- rweibull(n, shape=1, scale=exp(-(-1 + 2*c1)))
cf.m.T2 <- rweibull(n, shape=1, scale=exp(-(1 + 1*c2)))
cf.m.T <- pmin( cf.m.T1, cf.m.T2)
cf.m.E <- rep(0, n)
cf.m.E[cf.m.T1<=cf.m.T2] <- 1
cf.m.E[cf.m.T2Run the code above in your browser using DataLab