13 citations · 13 across the 5 of their papers we have counts for
5 papers
Functional regression with multivariate responses
Ruiyan Luo, Xin Qi
We consider the functional regression model with multivariate response and functional predictors. Compared to fitting each individual response variable separately, taking advantage…
COVID-19 Forecasting from U.S. Wastewater Surveillance Data: A Retrospective Multi-Model Study (2022-2024)
Faharudeen Alhassan, Hamed Karami, Amanda Bleichrodt +4
Accurate and reliable forecasting models are critical for guiding public health responses and policy decisions during pandemics such as COVID-19. Retrospective evaluation of model…
Comparative study of Bayesian and Frequentist methods for epidemic forecasting: Insights from simulated and historical data
Hamed Karami, Ruiyan Luo, Pejman Sanaei +1
Accurate epidemic forecasting is critical for effective public health interventions. This study compares Bayesian and Frequentist estimation frameworks within deterministic compart…
BayesianFitForecast: A User-Friendly R Toolbox for Parameter Estimation and Forecasting with Ordinary Differential Equations
Hamed Karami, Amanda Bleichrodt, Ruiyan Luo +1
Background: Mathematical models based on ordinary differential equations (ODEs) are essential tools across various scientific disciplines, including biology, ecology, and healthcar…
Real-time forecasts of the 2019-nCoV epidemic in China from February 5th to February 24th, 2020
K. Roosa, Y. Lee, R. Luo +5
The initial cluster of severe pneumonia cases that triggered the 2019-nCoV epidemic was identified in Wuhan, China in December 2019. While early cases of the disease were linked to…