stremr-package: Estimate the Survival of Intervention on Exposures and...

In stremr: Streamlined Estimation of Survival for Static, Dynamic and Stochastic Treatment and Monitoring Regimes

Description

The stremr R package is a tool for estimation of causal survival curve under various user-specified interventions (e.g., static, dynamic, deterministic, or stochastic). In particular, the interventions may represent exposures to treatment regimens, the occurrence or non-occurrence of right-censoring events, or of clinical monitoring events. stremr enables estimation of a selected set of the user-specified causal quantities of interest, such as, treatment-specific survival curves and the average risk difference over time.

Documentation

• To see the package vignette use: vignette("stremr_vignette", package="stremr")

• To see all available package documentation use: help(package = 'stremr')

Routines

The following routines will be generally invoked by a user, in the same order as presented below.

stremr

One function for performing estimation

Data structures

The following most common types of output are produced by the package:

• observed data - input data.frame in long format (repeated measures over time).

Updates

Check for updates and report bugs at http://github.com/osofr/stremr.

stremr documentation built on May 30, 2017, 6:35 a.m.