Search Results for author: Thomas A Mellan

Found 1 papers, 1 papers with code

Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting

1 code implementation22 Feb 2021 Iwona Hawryluk, Henrique Hoeltgebaum, Swapnil Mishra, Xenia Miscouridou, Ricardo P Schnekenberg, Charles Whittaker, Michaela Vollmer, Seth Flaxman, Samir Bhatt, Thomas A Mellan

An important example of this problem is the nowcasting of COVID-19 mortality: given a stream of reported counts of daily deaths, can we correct for the delays in reporting to paint an accurate picture of the present, with uncertainty?

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