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Add Simulation Algo for Joint Model#499

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JeanJNMV wants to merge 22 commits intoaramis-lab:v2.1from
JeanJNMV:feature/simulation_joint
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Add Simulation Algo for Joint Model#499
JeanJNMV wants to merge 22 commits intoaramis-lab:v2.1from
JeanJNMV:feature/simulation_joint

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@JeanJNMV JeanJNMV commented Apr 28, 2026

This PR introduces the full implementation of the simulation algorithm for the joint model. The new features are:

  • JointSimulationAlgorithm which inherits from SimulationAlgorithm
  • Unit tests for this new algorithm
  • simulated_data_for_joint.csv can be loaded with load_dataset

Notes: The algorithm handles competing events but for now, all tests have been conducted with nb_events=1.

@JeanJNMV JeanJNMV force-pushed the feature/simulation_joint branch from 95ccff1 to f286e40 Compare May 4, 2026 13:51
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