Learn R Programming

landest (version 1.2)

Landmark Estimation of Survival and Treatment Effect

Description

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

Copy Link

Version

Install

install.packages('landest')

Monthly Downloads

235

Version

1.2

License

GPL

Maintainer

Layla Parast

Last Published

August 25th, 2023

Functions in landest (1.2)

example_obs

Hypothetical data from an observational study
delta.km

Estimates survival and treatment effect using Kaplan-Meier estimation
surv.iptw.km.base

Estimates survival using inverse probability of treatment weighted (IPTW) Kaplan-Meier estimation
delta.land.obs

Estimates survival and treatment effect using landmark estimation
delta.land.rct

Estimates survival and treatment effect using landmark estimation
example_rct

Hypothetical data from a randomized trial
Est.KM.FUN.weighted

Nonparametric Nelson-Aalen estimate of survival
Kern.FUN

Calculates kernel matrix
VTM

Repeats a row.
cumsum2

Helper function
surv.km

Estimates survival using Kaplan-Meier estimation
delper.si

Helper function
landest-package

Survival and treatment effect estimation
ps.wgt.fun

Calculates propensity score weights
surv.iptw.km

Estimates survival using inverse probability of treatment weighted (IPTW) Kaplan-Meier estimation
surv.land.rct.base

Estimates survival using landmark estimation
surv.land.obs.base

Estimates survival using landmark estimation
surv.land.obs

Estimates survival using landmark estimation
surv.km.base

Estimates survival using Kaplan-Meier estimation
surv.land.rct

Estimates survival using landmark estimation
delta.iptw.km

Estimates survival and treatment effect using inverse probability of treatment weighted (IPTW) Kaplan-Meier estimation