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tsriadditive (version 1.0.0)

Two Stage Residual Inclusion Additive Hazards Estimator

Description

Additive hazards models with two stage residual inclusion method are fitted under either survival data or competing risks data. The estimator incorporates an instrumental variable and therefore can recover causal estimand in the presence of unmeasured confounding under some assumptions. A.Ying, R. Xu and J. Murphy. (2019) .

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Version

Install

install.packages('tsriadditive')

Monthly Downloads

124

Version

1.0.0

License

LGPL (>= 2)

Maintainer

Andrew Ying

Last Published

April 28th, 2020

Functions in tsriadditive (1.0.0)

plot.tsriadditive

Plotting Predicted Survival Function or Cumulative Incidence Function with Pointwise Confidence Intervals
summary.tsriadditive

Summarizing Additive Hazards Model with Two Stage Residual Inclusion Method Fits
tsriadditive

Fitting Additive Hazards Models with Two Stage Residual Inclusion Method
predict.tsriadditive

Predict method for Additive Hazards Model with Two Stage Residual Inclusion Method Fits