Package: eventTrack 1.0.3

eventTrack: Event Prediction for Time-to-Event Endpoints

Implements the hybrid framework for event prediction described in Fang & Zheng (2011, <doi:10.1016/j.cct.2011.05.013>). To estimate the survival function the event prediction is based on, a piecewise exponential hazard function is fit to the time-to-event data to infer the potential change points. Prior to the last identified change point, the survival function is estimated using Kaplan-Meier, and the tail after the change point is fit using piecewise exponential.

Authors:Kaspar Rufibach

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11 exports 1 stars 0.09 score 4 dependencies 2 scripts 263 downloads

Last updated 1 years agofrom:0b66c01e66. Checks:OK: 1 WARNING: 6. Indexed: yes.

Exports:bootstrapTimeToEventbootSurvivalSampleexactDatesFromMonthshybrid_ExponentialkaplanMeier_at_t0lambda_j_ExppiecewiseExp_MLEpiecewiseExp_profile_loglik_taupiecewiseExp_test_changepointpredictEventspredictEventsUncond

Dependencies:latticeMatrixmuhazsurvival