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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1.1 by Andrew Ying, 12 days ago

Browse source code at

Authors: Andrew Ying

Documentation:   PDF Manual  

GPL (>= 2) license

Imports Rcpp, survival, lava, timereg

Linking to Rcpp

See at CRAN