actuarial modelling of claim counts risk classific ow for multi-level risk factors Time-Dependent Models Incorporate temporal dynamics such as trends or seasonality Use state-space or Markov models to account for changing risk profiles Bayesian Approaches Incorporate prior information Provide pro C Chelsea Gleason Jul 20, 2026