Before revision:  We apply this method to study the evolution of COVID-19 cases and deaths over time. We detect significant similarities in the evolution of cases and deaths up to a suitable offset in time.
After revision:  We apply this method to study the evolution of COVID-19 cases and deaths independently reveals a close relationship between the evolution of cases and deaths up to a suitable offset in time.