/CovidCasePredictions

ARIMA, deep learning, and all of your favorite time series models ... in one modeling prediction package

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COVID19Predictions

Predicting COVID-19 cases during summer surge.

Methods tested/utilized:

  • (1) ARIMA model w/ hyperparamater permutation
  • (2) Curve fitting against a log function
  • (3) ARIMA w/ exogenous regressor on lags of stringency index data
  • (4) VAR w/ stringency index

Sample: alt text