CHIC662: Time Series in Epidemiology

Kernel Covariance Functions

• https://www.mathworks.com/help/stats/kernel-covariance-function-options.html
• https://docs.pymc.io/en/v3/api/gp/cov.html?highlight=matern

Structural Time Series Modelling

• https://blog.tensorflow.org/2019/03/structural-time-series-modeling-in.html
• https://www.tensorflow.org/tutorials/structured_data/time_series

Hidden Markov Model

• https://www.tensorflow.org/probability/api_docs/python/tfp/distributions/HiddenMarkovModel
• https://www.blopig.com/blog/2021/05/hidden-markov-models-in-python-a-simple-hidden-markov-model-with-known-emission-matrix-fitted-with-hmmlearn/
• https://www.tensorflow.org/probability/api_docs/python/tfp/distributions/MarkovChain