The Effect of Swabs on Modeling the First Wave of the COVID-19 Pandemic in Italy
Abstract
Doi: 10.28991/esj-2021-SPER-04
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References
Lavezzo, Enrico, Elisa Franchin, Constanze Ciavarella, Gina Cuomo-Dannenburg, Luisa Barzon, Claudia Del Vecchio, et al. “Suppression of a SARS-CoV-2 Outbreak in the Italian Municipality of Vo’.” Nature 584 (June 30, 2020): 425–429. doi:10.1038/s41586-020-2488-1.
Indolfi, Ciro, and Carmen Spaccarotella. “The Outbreak of COVID-19 in Italy.” JACC: Case Reports 2, no. 9 (July 2020): 1414–1418. doi:10.1016/j.jaccas.2020.03.012.
Gregori, Dario, Danila Azzolina, Corrado Lanera, Ilaria Prosepe, Nicolas Destro, Giulia Lorenzoni, and Paola Berchialla. “A First Estimation of the Impact of Public Health Actions against COVID-19 in Veneto (Italy).” Journal of Epidemiology and Community Health 74, no. 10 (May 4, 2020): 858–860. doi:10.1136/jech-2020-214209.
Farcomeni, Alessio, Antonello Maruotti, Fabio Divino, Giovanna Jona Lasinio, and Gianfranco Lovison. “An Ensemble Approach to Short-term Forecast of COVID-19 Intensive Care Occupancy in Italian Regions.” Biometrical Journal 63, no. 3 (November 30, 2021): 503–513. doi:10.1002/bimj.202000189.
Remuzzi, Andrea, and Giuseppe Remuzzi. “COVID-19 and Italy: What Next?” The Lancet 395, no. 10231 (April 2020): 1225–1228. doi:10.1016/s0140-6736(20)30627-9.
Batista, Milan. “Estimation of the Final Size of the Second Phase of the Coronavirus COVID 19 Epidemic by the Logistic Model” MedRxiv (March 16, 2020). doi:10.1101/2020.03.11.20024901.
Shen, Christopher Y. “Logistic Growth Modelling of COVID-19 Proliferation in China and Its International Implications.” International Journal of Infectious Diseases 96 (July 2020): 582–589. doi:10.1016/j.ijid.2020.04.085.
Anastassopoulou, Cleo, Lucia Russo, Athanasios Tsakris, and Constantinos Siettos. “Data-Based Analysis, Modelling and Forecasting of the COVID-19 Outbreak.” PLOS ONE 15, no. 3 (March 31, 2020): e0230405. doi:10.1371/journal.pone.0230405.
Batista, Milan. “Estimation of the Final Size of the COVID-19 Epidemic” MedRxiv (February 18, 2020). doi:10.1101/2020.02.16.20023606.
Caccavo, Diego. “Chinese and Italian COVID-19 Outbreaks Can Be Correctly Described by a Modified SIRD Model.” MedRxiv (March 23, 2020). doi:10.1101/2020.03.19.20039388.
Fanelli, Duccio, and Francesco Piazza. “Analysis and Forecast of COVID-19 Spreading in China, Italy and France.” Chaos, Solitons & Fractals 134 (May 2020): 109761. doi:10.1016/j.chaos.2020.109761.
Ivorra, B., M.R. Ferrández, M. Vela-Pérez, and A.M. Ramos. “Mathematical Modeling of the Spread of the Coronavirus Disease 2019 (COVID-19) Taking into Account the Undetected Infections. The Case of China.” Communications in Nonlinear Science and Numerical Simulation 88 (September 2020): 105303. doi:10.1016/j.cnsns.2020.105303.
Iwata, Kentaro, and Chisato Miyakoshi. “A Simulation on Potential Secondary Spread of Novel Coronavirus in an Exported Country Using a Stochastic Epidemic SEIR Model.” Journal of Clinical Medicine 9, no. 4 (March 30, 2020): 944. doi:10.3390/jcm9040944.
Liu, M., J. Ning, Y. Du, J. Cao, D. Zhang, J. Wang, and M. Chen. “Modelling the Evolution Trajectory of COVID-19 in Wuhan, China: Experience and Suggestions.” Public Health 183 (June 2020): 76–80. doi:10.1016/j.puhe.2020.05.001.
Postnikov, Eugene B. “Estimation of COVID-19 Dynamics ‘on a Back-of-Envelope’: Does the Simplest SIR Model Provide Quantitative Parameters and Predictions?” Chaos, Solitons & Fractals 135 (June 2020): 109841. doi:10.1016/j.chaos.2020.109841.
Wangping, Jia, Han Ke, Song Yang, Cao Wenzhe, Wang Shengshu, Yang Shanshan, Wang Jianwei, et al. “Extended SIR Prediction of the Epidemics Trend of COVID-19 in Italy and Compared With Hunan, China.” Frontiers in Medicine 7 (May 6, 2020): 169. doi:10.3389/fmed.2020.00169.
Xiang, Yue, Yonghong Jia, Linlin Chen, Lei Guo, Bizhen Shu, and Enshen Long. “COVID-19 Epidemic Prediction and the Impact of Public Health Interventions: A Review of COVID-19 Epidemic Models.” Infectious Disease Modelling 6 (2021): 324–342. doi:10.1016/j.idm.2021.01.001.
Guliyev, Hasraddin. “Determining the Spatial Effects of COVID-19 Using the Spatial Panel Data Model.” Spatial Statistics 38 (August 2020): 100443. doi:10.1016/j.spasta.2020.100443.
Bartolucci, Francesco, and Alessio Farcomeni. “A Spatio-Temporal Model Based on Discrete Latent Variables for the Analysis of COVID-19 Incidence.” Spatial Statistics (March 2021): 100504. doi:10.1016/j.spasta.2021.100504.
Benvenuto, Domenico, Marta Giovanetti, Lazzaro Vassallo, Silvia Angeletti, and Massimo Ciccozzi. “Application of the ARIMA Model on the COVID-2019 Epidemic Dataset.” Data in Brief 29 (April 2020): 105340. doi:10.1016/j.dib.2020.105340.
Chintalapudi, Nalini, Gopi Battineni, and Francesco Amenta. “COVID-19 Virus Outbreak Forecasting of Registered and Recovered Cases after Sixty Day Lockdown in Italy: A Data Driven Model Approach.” Journal of Microbiology, Immunology and Infection 53, no. 3 (June 2020): 396–403. doi:10.1016/j.jmii.2020.04.004.
Triacca, Marco, and Umberto Triacca. “Forecasting the Number of Confirmed New Cases of COVID-19 in Italy for the Period from 19 May to 2 June 2020.” Infectious Disease Modelling 6 (2021): 362–369. doi:10.1016/j.idm.2021.01.003.
Guseo, Renato, and Mariangela Guidolin. “Modelling a Dynamic Market Potential: A Class of Automata Networks for Diffusion of Innovations.” Technological Forecasting and Social Change 76, no. 6 (July 2009): 806–820. doi:10.1016/j.techfore.2008.10.005.
Bass, Frank M., Trichy V. Krishnan, and Dipak C. Jain. “Why the Bass Model Fits Without Decision Variables.” Marketing Science 13, no. 3 (August 1994): 203–223. doi:10.1287/mksc.13.3.203.
Bemmaor, Albert C. “Modeling the Diffusion of New Durable Goods: Word-of-Mouth Effect Versus Consumer Heterogeneity.” In: Laurent G., Lilien G.L., Pras B. (eds). Research Traditions in Marketing (1992): 201–229. Springer. doi:10.1007/978-94-011-1402-8_6.
Guidolin, Mariangela, and Renato Guseo. “Modelling Seasonality in Innovation Diffusion.” Technological Forecasting and Social Change 86 (July 2014): 33–40. doi:10.1016/j.techfore.2013.08.017.
Civil Protection Department website - Presidency of the Council of Ministers. Data Repository (2020). Available online: https://github.com/pcm-dpc/COVID-19 (accessed on 02 May 2020).
Regione Lombardia. Coronavirus in Lombardia, aggiornamento delle ore 19 (February 2020). Available online: https://www.regione.lombardia.it/wps/portal/istituzionale/HP/lombardia-notizie/DettaglioNews/2020/02-febbraio/17-23/coronavirus-in-lombardia-tutti-gli-aggiornamenti-in-diretta (accessed on 05 May 2020).
L’eco di Bergamo. Coronavirus, 118 casi e tre vittime. Regione: “Limitare gli assembramenti” (February 2020). Available online: https://www.ecodibergamo.it/stories/Cronaca/coronavirus-episodi-in-tutta-la-lombardiala-conferenza-stampainregione-dire_1342296_11/ (accessed on 05 May 2020).
Regione Emilia-Romagna. Aggiornamento Coronavirus, 115 casi positivi in Emilia-Romagna, 1.224 tamponi refertati (February 2020). Available online: https://salute.regione.emilia-romagna.it/notizie/il-fatto/aggiornamento-coronavirus-115-casi-positivi-in-emilia-romagna-1-224-tamponi-refertati (accessed on 05 May 2020).
ModenaToday. Coronavirus. Oggi 412 casi in più in regione, ma pochi tamponi: il calo va verificato domani (March 2020). Available online: http://www.modenatoday.it/attualita/contagi-coronavirus-emilia-romagna-30-marzo-2020.html (accessed on 05 May 2020).
Guseo, Renato, and Alessandra Dalla Valle. “Oil and Gas Depletion: Diffusion Models and Forecasting Under Strategic Intervention.” Statistical Methods and Applications 14, no. 3 (December 2005): 375–387. doi:10.1007/s10260-005-0118-6.
Ben Bolker and R Development Core Team. “bbmle: Tools for General Maximum Likelihood Estimation, 2020.” R package version 1.0.23.1. Available online: https://CRAN.R-project.org/package=bbmle (accessed on 15 May 2021).
Guseo, Renato, and Cinzia Mortarino. “Modeling Competition Between Two Pharmaceutical Drugs Using Innovation Diffusion Models.” The Annals of Applied Statistics 9, no. 4 (December 1, 2015): 2073–2089. doi:10.1214/15-aoas868.
Guseo, Renato, Alessandra Dalla Valle, Claudia Furlan, Mariangela Guidolin, and Cinzia Mortarino. “Pre-Launch Forecasting of a Pharmaceutical Drug.” International Journal of Pharmaceutical and Healthcare Marketing 11, no. 4 (November 6, 2017): 412–438. doi:10.1108/ijphm-07-2016-0036.
DOI: 10.28991/esj-2021-SPER-04
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