Analysis of Spatial Data and Images-course final project
We Predict COVID-19 Cases in Finland using spatiotemporal variables.
Advice for what code is important:
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The data preparation script - this script was used to prepare the data for the predictive exercise.
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The prediction work script for one time lag - this script was used to fit and predict using the XGBRegressor model and one period time lagged independent variables.
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The prediction work script for multiple time lags - this script was used to fit and predict using the XGBRegressor model and multiple period time lagged independent variables.
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The prediction interval generation for one time lag - this script was used to create the prediction intervals for our model output.