Abstract Spectral analysis characterises oscillatory time series behaviours such as cycles. but accurate estimation requires reasonable numbers of observations. At the time of writing. COVID-19 time series for many countries are short: pre- and post-lockdown series are shorter still. https://www.dunebarcelona.com/product-category/insurance/