- (2020). All-cause excess mortality observed by age group and regions in the first wave of the COVID-19 pandemic in England. Euro surveillance, 25(28).
Paper not yet in RePEc: Add citation now
Abrell, J., Kosch, M., Rausch, S. (2019). How effective was the UK carbon tax? A machine learning approach to policy evaluation. A Machine Learning Approach to Policy Evaluation (April 15, 2019). CER-ETH–Center of Economic Research at ETH Zurich Working Paper, 19, 317.
- Ansart, S., Pelat, C., Boelle, P.Y., Carrat, F., Flahault, A., Valleron, A.J. (2009). Mortality burden of the 1918–1919 influenza pandemic in Europe. Influenza and other respiratory viruses, 3(3), 99106.
Paper not yet in RePEc: Add citation now
- Aron, J., Muellbauer, J. (2020). Measuring excess mortality: The case of England during the COVID-19 pandemic. INET Oxford Working Paper 2020-11.
Paper not yet in RePEc: Add citation now
Ascani, A., Faggian, A., Montresor, S. (2020). The geography of COVID-19 and the structure of local economies: The case of Italy. GSSI Discussion Paper Series in Regional Science & Economic Geography 2020-01.
Barro, R.J., Ursua, J.F., Weng, J. (2020). The coronavirus and the great influenza epidemic. Lessons from the “Spanish Flu” for the coronavirus’s potential effects on mortality and economic activity. NBER Working Paper Series, 26866.
Benatia, D. (2020). Reaching new lows? the pandemic’s consequences for electricity markets. USAEE Working Paper No. 20-454.
Benatia, D., de VILLEMEUR, E.B. (2019). Strategic Reneging in Sequential Imperfect Markets.
- Biggeri, A., Catelan, D., Braga, M., Lagazio, C., Barbone F. (2020). A municipality-level analysis of excess mortality in Italy in the period January-April 2020. E&P Repository https://repo.epiprev.it/1911.
Paper not yet in RePEc: Add citation now
- Bijnens, G., Karimov, S., Konings, J. (2019). Wage indexation and jobs. A machine learning approach. VIVES Discussion Paper No. 82.
Paper not yet in RePEc: Add citation now
- Blangiardo, M., Cameletti, M., Pirani, M., Corsetti, G., Battaglini, M. Baio, G. (2020). Estimating weekly excess mortality at sub-national level in Italy during the COVID-19 pandemic. medRxiv.
Paper not yet in RePEc: Add citation now
Burlig, F., Knittel, C.R., Rapson D., Reguant, M., Wolfram, C. (2020) Machine learning from schools about energy efficiency. Forthcoming in Journal of the Association of Environmental and Resource Economists.
Cerqua, A., Di Stefano, R. (2020). When did Coronavirus arrive in Europe? MPRA (Munich Personal RePEc Archive) Paper No. 102944.
- Ceylan, Z. (2020). Estimation of COVID-19 prevalence in Italy, Spain, and France. Science of The Total Environment, 729, 138817.
Paper not yet in RePEc: Add citation now
Cicala, S. (2017). Imperfect markets versus imperfect regulation in US electricity generation. NBER Working Paper No. 23053 Ciminelli, G., Garcia-Mandicó, S. (2020). COVID-19 in Italy: An analysis of death registry data. VOXEU, Centre for Economic Policy Research, 22.
- Dandekar, R., Barbastathis, G. (2020). Quantifying the effect of quarantine control in COVID-19 infectious spread using machine learning. medRxiv. DOI: https://doi.org/10.1101/2020.04.03.20052084 Del Re, D., Meridiani, P. (2020). Monitoring the COVID-19 epidemics in Italy from mortality data.
Paper not yet in RePEc: Add citation now
DOI: https://doi.org/10.1101/2020.06.08.20125211 Buonanno, P., Galletta, S., Puca, M. (2020). Estimating the severity of COVID-19: Evidence from the Italian epicenter. Center for Law & Economics Working Paper Series, 3/2020.
Dowd, J.B., Andriano, L., Brazel, D.M., Rotondi, V., Block, P., Ding, X., … Mills, M.C. (2020). Demographic science aids in understanding the spread and fatality rates of COVID-19. Proceedings of the National Academy of Sciences of the United States of America, 117(18), 9696-9698.
Dudel, C., Riffe, T., Acosta, E., van Raalte, A.A., Myrskyla, M. (2020). Monitoring trends and differences in COVID-19 case fatality rates using decomposition methods: Contributions of age structure and age-specific fatality. MPIDR Working Paper No. 2020-020.
- Excess mortality associated with the 2009 pandemic of influenza A (H1N1) in Hong Kong.
Paper not yet in RePEc: Add citation now
- Felix-Cardoso, J., Vasconcelos, H., Rodrigues, P., Cruz-Correia, R. (2020). Excess mortality during COVID-19 in five European countries and a critique of mortality analysis data. medRxiv. DOI: https://doi.org/10.1101/2020.04.28.20083147 Fouillet, A., Pontais, I., Caserio-Schönemann, C. (2020). Excess all-cause mortality during the first wave of the COVID-19 epidemic in France, March to May 2020. Euro Surveillance, 25(34), 2001485. https://doi.org/10.2807/1560-7917.ES.2020.25.34.2001485 Ghislandi, S., Muttarak, R., Sauerberg, M., Scotti, B. (2020). News from the front: Estimation of excess mortality and life expectancy in the major epicenters of the COVID-19 pandemic in Italy.
Paper not yet in RePEc: Add citation now
- Hastie, T., Tibshirani, R., Friedman, J. (2009). The elements of statistical learning: data mining, inference, and prediction. Springer Science & Business Media.
Paper not yet in RePEc: Add citation now
- Hauser, A., Counotte, M.J., Margossian, C.C., Konstantinoudis, G., Low, N., Althaus, C.L., Riou, J. (2020). Estimation of SARS-CoV-2 mortality during the early stages of an epidemic: A modelling study in Hubei, China, and six regions in Europe. PLOS Medicine, 17(7): e1003189.
Paper not yet in RePEc: Add citation now
Jiang, F., Zhao, Z., Shao, X. (2020). Time series analysis of COVID-19 infection curve: A changepoint perspective. Journal of Econometrics, available online 30 July 2020.
Kleinberg, J., Ludwig, J., Mullainathan, S., Obermeyer, Z. (2015). Prediction policy problems. American Economic Review, 105(5), 491-95.
- Leon, D.A., Shkolnikov, V.M., Smeeth, L., Magnus, P., Pechholdová, M., Jarvis, C.I. (2020). COVID-19: A need for real-time monitoring of weekly excess deaths. The Lancet, 395(10234), e81.
Paper not yet in RePEc: Add citation now
Levantesi, S., Pizzorusso, V. (2019). Application of machine learning to mortality modeling and forecasting. Risks, 7(1), 26.
Li, S., Linton, O. (2020). When will the COVID-19 pandemic peak?. Journal of Econometrics, available online 8 September 2020.
Luk, J., Gross, P., Thompson, W.W. (2001). Observations on mortality during the 1918 influenza pandemic. Clinical Infectious Diseases, 33(8), 1375-1378.
- Magri, L., Doan, N.A.K. (2020). First-principles machine learning modelling of COVID-19. arXiv preprint arXiv: 2004.09478.
Paper not yet in RePEc: Add citation now
- Mazick, A., Gergonne, B., Wuillaume, F., Danis, K., Vantarakis, A., Uphoff, H., … Mølbak, K. (2010). Higher all-cause mortality in children during autumn 2009 compared with the three previous years: pooled results from eight European countries. Eurosurveillance, 15(5), 19480.
Paper not yet in RePEc: Add citation now
- medRxiv. DOI: https://doi.org/10.1101/2020.04.29.20084335 Gibertoni, D., Adja, K.Y.C., Golinelli, D., Reno, C., Regazzi, L., Fantini, M.P. (2020). Patterns of COVID-19 related excess mortality in the municipalities of Northern Italy. medRxiv. DOI: https://doi.org/10.1101/2020.05.11.20097964 Gran, J. M., Kacelnik, O., Grjibovski, A.M., Aavitsland, P., Iversen, B.G. (2013). Counting pandemic deaths: comparing reported numbers of deaths from influenza A (H 1 N 1) pdm09 with estimated excess mortality. Influenza and other respiratory viruses, 7(6), 1370-1379.
Paper not yet in RePEc: Add citation now
medRxiv. DOI: https://doi.org/10.1101/2020.05.07.20092775 Deprez, P., Shevchenko, P.V., Wüthrich, M.V. (2017). Machine learning techniques for mortality modeling. European Actuarial Journal, 7(2), 337-352.
- Modi, C., Boehm, V., Ferraro, S., Stein, G., Seljak, U. (2020). How deadly is COVID-19? A rigorous analysis of excess mortality and age-dependent fatality rates in Italy. medRxiv. DOI: https://doi.org/10.1101/2020.04.15.20067074 Modig, K., Ebeling, M. (2020). Excess mortality from COVID-19. Weekly excess death rates by age and sex for Sweden. medRxiv. DOI: https://doi.org/10.1101/2020.05.10.20096909 Mortara, G. (1925). La salute pubblica in Italia durante e dopo la guerra. Laterza & figli.
Paper not yet in RePEc: Add citation now
- Murray, C.J., Lopez, A.D., Chin, B., Feehan, D., Hill, K.H. (2006). Estimation of potential global pandemic influenza mortality on the basis of vital registry data from the 1918–20 pandemic: a quantitative analysis. The Lancet, 368(9554), 2211-2218.
Paper not yet in RePEc: Add citation now
- Nogueira, P.J., de Araújo Nobre, M., Nicola, P.J., Furtado, C., Carneiro, A.V. (2020). Excess mortality estimation during the COVID-19 pandemic: Preliminary data from Portugal. Acta Médica Portuguesa, 33(13).
Paper not yet in RePEc: Add citation now
- Pham, H. (2020). On estimating the number of deaths related to COVID-19. Mathematics, 8(5), 655.
Paper not yet in RePEc: Add citation now
Pinnelli, A., Mancini, P. (1998). Mortality peaks in Italy in the late 19th and early 20th centuries: Trends by age and sex. European Journal of Population, 14(4), 333-365.
- Rivera, R., Rosenbaum, J., Quispe, W. (2020). Estimating excess deaths in the United States early in the COVID-19 pandemic. medRxiv. DOI: https://doi.org/10.1101/2020.05.04.20090324 Scortichini, M., dos Santos, R.S., De Donato, F., De Sario, M., Michelozzi, P., Davoli, M., … Gasparrini, A. (2020). Excess mortality during the COVID-19 outbreak in Italy: A two-stage interrupted time series analysis. medRxiv. DOI: https://doi.org/10.1101/2020.07.22.20159632 Sinnathamby, M.A., Whitaker, H., Coughlan, L., Lopez Bernal, J., Ramsay, M., Andrews, N.
Paper not yet in RePEc: Add citation now
Souza, M. (2019). Predictive counterfactuals for treatment effect heterogeneity in event studies with staggered adoption (November 11, 2019). Available at SSRN: https://ssrn.com/abstract=3484635 or http://dx.doi.org/10.2139/ssrn.3484635 Vandoros, S. (2020). Excess mortality during the COVID-19 pandemic: Early evidence from England and Wales. Social Science & Medicine, 258.
- Varian, H.R. (2016). Causal inference in economics and marketing. Proceedings of the National Academy of Sciences, 113(27), 7310-7315.
Paper not yet in RePEc: Add citation now
- Vestergaard, L.S., Nielsen, J., Krause, T.G., Espenhain, L., Tersago, K., Sierra, N.B., … Lytras, T. (2017). Excess all-cause and influenza-attributable mortality in Europe, December 2016 to February 2017. Eurosurveillance, 22(14), 30506.
Paper not yet in RePEc: Add citation now
- Viboud, C., Simonsen, L., Fuentes, R., Flores, J., Miller, M.A., Chowell, G. (2016). Global mortality impact of the 1957–1959 influenza pandemic. The Journal of infectious diseases, 213(5), 738-745.
Paper not yet in RePEc: Add citation now
- Weinberger, D.M., Chen, J., Cohen, T., Crawford, F.W., Mostashari, F., Olson, D., … Watkins, A. (2020). Estimation of excess deaths associated with the COVID-19 pandemic in the United States, March to May 2020. JAMA Internal Medicine. DOI: https://doi.org/10.1001/jamainternmed.2020.3391 Yang, L., Chan, K.P., Cowling, B.J., Chiu, S.S., Chan, K.H., Peiris, J.S.M., Wong, C.M. (2012).
Paper not yet in RePEc: Add citation now