Direct and indirect mortality impacts of the COVID-19 pandemic in the United States, March 1, 2020 to January 1, 2022

WE Lee, SW Park, DM Weinberger, D Olson… - Elife, 2023 - elifesciences.org
Excess mortality studies provide crucial information regarding the health burden of
pandemics and other large-scale events. Here, we use time series approaches to separate …

[HTML][HTML] Direct and indirect mortality impacts of the COVID-19 pandemic in the US, March 2020-April 2021

WE Lee, SW Park, DM Weinberger, D Olson… - medRxiv, 2022 - ncbi.nlm.nih.gov
Excess mortality studies provide crucial information regarding the health burden of
pandemics and other large-scale events. Here, we used time series approaches to separate …

Forecasting Influenza Hospitalizations Using a Bayesian Hierarchical Nonlinear Model with Discrepancy

S Wadsworth, J Niemi - arXiv preprint arXiv:2412.14339, 2024 - arxiv.org
The annual influenza outbreak leads to significant public health and economic burdens
making it desirable to have prompt and accurate probabilistic forecasts of the disease …

An endemic–epidemic beta model for time series of infectious disease proportions

J Lu, S Meyer - Journal of Applied Statistics, 2022 - Taylor & Francis
Time series of proportions of infected patients or positive specimens are frequently
encountered in disease control and prevention. Since proportions are bounded and often …

[HTML][HTML] The COVID-19 Pandemic from the Eye of the Virus

FD Sahneh, W Fries, JC Watkins, J Lega - 2021 - europepmc.org
The all-pervasive lens that humans ordinarily use to watch and analyze the pandemic is
time. This article considers an alternative. Instead of tracking incidence as a function of time …

Near Real-Time Forecasting of Epidemics Using Data Assimilation with Simple Models

H Biegel - 2020 - search.proquest.com
With the advent of expedient data sharing of epidemiological reports, efforts have been
made to forecast ongoing epidemics in real-time. Throughout this work, we develop a real …

Epidemics from the Eye of the Pathogen

FD Sahneh, W Fries, JC Watkins, J Lega - SIAM Journal on Applied …, 2022 - SIAM
While a common trend in disease modeling is to develop models of increasing complexity, it
was recently pointed out that outbreaks appear remarkably simple when viewed in the …