Rsurrogate: Robust Estimation of the Proportion of Treatment Effect Explained by Surrogate Marker Information

Provides functions to estimate the proportion of treatment effect on the primary outcome that is explained by the treatment effect on the surrogate marker.

Author
Layla Parast
Date of publication
2016-10-20 10:52:18
Maintainer
Layla Parast <parast@rand.org>
License
GPL
Version
2.0

View on CRAN

Man pages

augment.est.vector
Augmentation function
Aug.R.s.surv.estimate
Calculates the augmented estimator of the proportion of...
censor.weight
Calculates censoring probability for weighting
cumsum2
Helper function
delta.estimate
Calculates treatment effect
delta.s.estimate
Calculates model-based or robust residual treatment effect
delta.s.surv.estimate
Calculates robust residual treatment effect accounting for...
delta.surv.estimate
Calculates treatment effect in a survival setting
delta.t.surv.estimate
Calculates robust residual treatment effect accounting only...
d_example
Hypothetical data
d_example_surv
Hypothetical survival data
fieller.ci
Constructs Fieller's confidence interval.
helper.si
Helper function
Kern.FUN
Calculates kernel matrix
perturb.nu.vector
Helper for augmentation function
pred.smooth
Calculates expected outcome for control group surrogate...
pred.smooth.surv
Calculates the conditional probability of survival for...
R.s.estimate
Calculates the proportion of treatment effect explained
R.s.surv.estimate
Calculates the proportion of treatment effect explained by...
R.t.surv.estimate
Calculates the proportion of treatment effect explained by...
VTM
Repeats a row.

Files in this package

Rsurrogate
Rsurrogate/NAMESPACE
Rsurrogate/data
Rsurrogate/data/d_example_surv.RData
Rsurrogate/data/d_example.RData
Rsurrogate/R
Rsurrogate/R/Functions_Rsurrogate.R
Rsurrogate/MD5
Rsurrogate/DESCRIPTION
Rsurrogate/man
Rsurrogate/man/pred.smooth.Rd
Rsurrogate/man/delta.estimate.Rd
Rsurrogate/man/Aug.R.s.surv.estimate.Rd
Rsurrogate/man/R.s.estimate.Rd
Rsurrogate/man/augment.est.vector.Rd
Rsurrogate/man/censor.weight.Rd
Rsurrogate/man/R.s.surv.estimate.Rd
Rsurrogate/man/d_example.Rd
Rsurrogate/man/cumsum2.Rd
Rsurrogate/man/R.t.surv.estimate.Rd
Rsurrogate/man/delta.t.surv.estimate.Rd
Rsurrogate/man/perturb.nu.vector.Rd
Rsurrogate/man/delta.s.surv.estimate.Rd
Rsurrogate/man/delta.surv.estimate.Rd
Rsurrogate/man/fieller.ci.Rd
Rsurrogate/man/pred.smooth.surv.Rd
Rsurrogate/man/delta.s.estimate.Rd
Rsurrogate/man/VTM.Rd
Rsurrogate/man/helper.si.Rd
Rsurrogate/man/Kern.FUN.Rd
Rsurrogate/man/d_example_surv.Rd