Instrumental Variables
Fitting semiparametric additive hazards regression models.
Confidence interval
Computes the estimating function sum for "ivmod"objects, fitted with...
Instrumental variable estimation of the causal exposure effect in addi...
Bounds for counterfactual outcome probabilities in instrumental variab...
Instrumental variable estimation of the causal exposure effect in Cox ...
Instrumental variable estimation of the causal exposure effect in gene...
Plots sums of estimating functions.
Plots result of G-estimation in causal AH model.
Prints output of instrumental variable estimation
Prints summary of instrumental variable bounds
Prints summary of instrumental variable estimation
Summarizes instrumental variable estimation
Summarizes instrumental variable estimation
Contains tools for instrumental variables estimation. Currently, non-parametric bounds, two-stage estimation and G-estimation are implemented. Balke, A. and Pearl, J. (1997) <doi:10.2307/2965583>, Vansteelandt S., Bowden J., Babanezhad M., Goetghebeur E. (2011) <doi:10.1214/11-STS360>.