Comparison of ARIMA, ETS, NNAR, TBATS and hybrid models to forecast the second wave of COVID-19 hospitalizations in Italy

G Perone - The European Journal of Health Economics, 2021 - Springer
Abstract The coronavirus disease (COVID-19) is a severe, ongoing, novel pandemic that
emerged in Wuhan, China, in December 2019. As of January 21, 2021, the virus had …

Forecasting pine sawtimber stumpage prices: A comparison between a time series hybrid model and an artificial neural network

S Lamichhane, B Mei, J Siry - Forest Policy and Economics, 2023 - Elsevier
We conducted a comparative analysis of the predictive ability of classical econometric
models and artificial neural networks (ANNs) for pine sawtimber stumpage prices across 22 …

Forecasting ward-level bed requirements to aid pandemic resource planning: Lessons learned and future directions

MR Johnson, H Naik, WS Chan, J Greiner… - Health Care …, 2023 - Springer
During the COVID-19 pandemic, there has been considerable research on how regional
and country-level forecasting can be used to anticipate required hospital resources. We add …

Comparison of ARIMA, ETS, NNAR and hybrid models to forecast the second wave of COVID-19 hospitalizations in Italy

G Perone - arxiv preprint arxiv:2010.11617, 2020 - arxiv.org
Coronavirus disease (COVID-19) is a severe ongoing novel pandemic that has emerged in
Wuhan, China, in December 2019. As of October 13, the outbreak has spread rapidly across …

[PDF][PDF] New Model for the COVID-19 Reported Cases and Deaths of Ghana in Accelerated Spread and Prediction of the Delayed Phase

BA Senyefia, A Joseph, NC Cynthia… - Annu. Res. Rev …, 2021 - researchgate.net
There is an ongoing investigation on the transmission characteristics of COVID-19 with
respect to country-based inflection points, nature of distribution and prediction of future …