Predicting In-Surgery Heart Rate Variability

A Time-Series Analysis Trade Study

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Description:

Performed a trade study with VAR, ARMA and GARCH time series models to predict a patient’s in-surgery heart rate, using their pre-surgery heart rate and bispectral index as predictors – GARCH performed the best with a mean test RMSE of 4.30

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