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Short Summary

A short introduction to the theory of Poisson Processes.

Topics

  • Counting processes and the Poisson process
  • Exponentially distributed inter-arrival times / durations
  • The Poisson process and Markov chains
  • Poisson regressions
  • The Piece-Wise Exponential (PWE) model and estimation using a GLM