Calculates Continuous Time Likelihood Ratio Weights Assuming Multiplicative Intensity Models and Additive Hazard Models
Tie removal
Re-weighting Point Processes Based on Additive Hazard Models
Continuous time weight estimation based on aalen.predict
Replaces NA-values in vec with last non-NA value
Plots mean and individual weight trajectories
Expands data.table
Continuous time weight estimation based on predict.aalen
Estimates continuous time weights for performing causal survival analysis. For instance, weighted Nelson-Aalen or Kaplan-Meier estimates can be given a causal interpretation. See Ryalen, Stensrud, and Røysland (2019) <doi:10.1007/s10985-019-09468-y> and Ryalen (2019) <https://www.duo.uio.no/handle/10852/70353> for theory and examples.