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eventTrack - MaRDI portal

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eventTrack (Q98849)

From MaRDI portal





Event Prediction for Time-to-Event Endpoints
Language Label Description Also known as
English
eventTrack
Event Prediction for Time-to-Event Endpoints

    Statements

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    1.0.2
    25 August 2022
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    1.0.0
    10 May 2021
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    1.0.1
    3 September 2021
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    1.0.2
    26 August 2022
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    1.0.3
    8 August 2023
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    8 August 2023
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    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.
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    Identifiers

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