NEWS.md

In CoxAIPW: Doubly Robust Inference for Cox Marginal Structural Model with Informative Censoring

CoxAIPW 0.0.3

• CoxAIPW function now includes an additional crossFit parameter, which can be turned to FALSE to stop cross-fitting when all nuisance function estimators are root-n.

• CoxAIPW function now includes an additional augmentation parameter in replacement of the previous 'random_censoring' parameter. Augmentation with respect to either propensity score, censoring or both can be selected.

• Under non-proportional hazard model, CoxAIPW estimates a causal estimated that is a weighted average of the time-varying log hazard ratio. It also outputs x and y values for producing a smoothed plot of the time-varying log hazard ratio.

• Update reference articles in the DESCRIPTION.

CoxAIPW 0.0.2

• CoxAIPW function now also outputs cumulative baseline hazard function and survival function for both groups, all of which evaluated at each follow up time.

• CoxAIPW function now supports an additional 'random_censoring' parameter, which allows simplified estimation under the random censoring assumption instead of the informative censoring assumption.

• CoxAIPW function now supports data with tied event times.

• Update referenced articles in the DESCRIPTION.

CoxAIPW 0.0.1

• Added a NEWS.md file to track changes to the package.

CoxAIPW documentation built on Sept. 20, 2023, 9:08 a.m.