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importations

The code used for the chapter of my PhD thesis. All run in Python and NumPyro.

Scenario 1 -- two singular importation events (spikes):

  • Thesis_double_spike_with_saving_results.ipynb -- runs the simulations, fits the model and saves the results
  • Double_spike_analyse_results.ipynb -- loads the results and analyses the results (posterior predictive, errors)
  • Double_spike_analyse_results_posterior_only.ipynb -- loads the results and analyses the results (posteriors of parameters)

Scenario 2 -- seasonal importation events:

  • Thesis_seasonal_with_saving_results.ipynb -- runs the simulations, fits the model and saves the results
  • Seasonal_analyse_results.ipynb -- loads the results and analyses the results (posterior predictive, errors)

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The code used for the chapter of my PhD thesis

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