landest: Landmark Estimation of Survival and Treatment Effect

Share:

Provides functions to estimate survival and a treatment effect using a landmark estimation approach.

Author
Layla Parast
Date of publication
2015-11-15 10:09:05
Maintainer
Layla Parast <parast@rand.org>
License
GPL
Version
1.0

View on CRAN

Man pages

cumsum2
Helper function
delta.iptw.km
Estimates survival and treatment effect using inverse...
delta.km
Estimates survival and treatment effect using Kaplan-Meier...
delta.land.obs
Estimates survival and treatment effect using landmark...
delta.land.rct
Estimates survival and treatment effect using landmark...
Est.KM.FUN.weighted
Nonparametric Nelson-Aalen estimate of survival
example_obs
Hypothetical data from an observational study
example_rct
Hypothetical data from a randomized trial
helper.si
Helper function
Kern.FUN
Calculates kernel matrix
landest-package
Survival and treatment effect estimation
ps.wgt.fun
Calculates propensity score weights
surv.iptw.km
Estimates survival using inverse probability of treatment...
surv.iptw.km.base
Estimates survival using inverse probability of treatment...
surv.km
Estimates survival using Kaplan-Meier estimation
surv.km.base
Estimates survival using Kaplan-Meier estimation
surv.land.obs
Estimates survival using landmark estimation
surv.land.obs.base
Estimates survival using landmark estimation
surv.land.rct
Estimates survival using landmark estimation
surv.land.rct.base
Estimates survival using landmark estimation
VTM
Repeats a row.

Files in this package

landest
landest/NAMESPACE
landest/data
landest/data/example_obs.RData
landest/data/example_rct.RData
landest/R
landest/R/landest_functions.R
landest/MD5
landest/DESCRIPTION
landest/man
landest/man/surv.km.Rd
landest/man/delta.km.Rd
landest/man/surv.land.rct.Rd
landest/man/example_rct.Rd
landest/man/ps.wgt.fun.Rd
landest/man/surv.km.base.Rd
landest/man/cumsum2.Rd
landest/man/Est.KM.FUN.weighted.Rd
landest/man/surv.land.obs.Rd
landest/man/delta.iptw.km.Rd
landest/man/VTM.Rd
landest/man/helper.si.Rd
landest/man/surv.iptw.km.base.Rd
landest/man/surv.iptw.km.Rd
landest/man/Kern.FUN.Rd
landest/man/surv.land.obs.base.Rd
landest/man/delta.land.obs.Rd
landest/man/landest-package.Rd
landest/man/surv.land.rct.base.Rd
landest/man/delta.land.rct.Rd
landest/man/example_obs.Rd