Structural Additive Cumulative Intensity Models with IV

An instrumental variable estimator under structural cumulative additive intensity model is fitted, that leverages initial randomization as the IV. The estimator can be used to fit an additive hazards model under time to event data which handles treatment switching (treatment crossover) correctly. We also provide a consistent variance estimate.


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install.packages("ivsacim")

1.1 by Andrew Ying, 3 months ago


Browse source code at https://github.com/cran/ivsacim


Authors: Andrew Ying


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp, survival, lava, timereg

Linking to Rcpp


See at CRAN