A simulated dataset containing outcome data for 1500 simulated observations belonging to three underlying latent subgroups
Format
A data table of simulated data with:
- record_id
Record ID
- covariate_sim_normal
Simulated covariate following a N(0, 1) distribution
- tx
Binary treatment indicator
- latent_subgroup
Simulated latent subgroup
- event_status
Event indicator, 0 = censored, 1 = event
- time_to_event_days
Simulated time to event or censoring
- iptw_trim97
Inverse probability of treatment weights (IPTW), trimmed at the 97th percentile
- ipcw_trim97
Inverse probability of censoring weights (IPCW), trimmed at the 97th percentile; only populated for observations that are not censored
- iptw_ipcw_trim97
Product of IPTW and inverse probability of censoring weights (IPCW), trimmed at the 97th percentile; only populated for observations that are not censored
...