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- W4287333480 abstract "In this paper, we build a mechanistic system to understand the relation between a reduction in human mobility and Covid-19 spread dynamics within New York City. To this end, we propose a multivariate compartmental model that jointly models smartphone mobility data and case counts during the first 90 days of the epidemic. Parameter calibration is achieved through the formulation of a general Bayesian hierarchical model to provide uncertainty quantification of resulting estimates. The open-source probabilistic programming language Stan is used for the requisite computation. Through sensitivity analysis and out-of-sample forecasting, we find our simple and interpretable model provides evidence that reductions in human mobility altered case dynamics." @default.
- W4287333480 created "2022-07-25" @default.
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- W4287333480 date "2021-02-02" @default.
- W4287333480 modified "2023-10-17" @default.
- W4287333480 title "A Compartment Model of Human Mobility and Early Covid-19 Dynamics in NYC" @default.
- W4287333480 doi "https://doi.org/10.48550/arxiv.2102.01821" @default.
- W4287333480 hasPublicationYear "2021" @default.
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