Background: After the emergence of the frst vaccines against the COVID-19, public health authorities have promoted mass vaccination in order to achieve herd immunity and reduce the efects of the disease. Vaccination rates have difered between countries, depending on supply (availability of...

This note revisits the ideas of the so-called semiparametric methods that we consider to be very useful when applying machine learning in insurance. To this aim, we first recall the main essence of semiparametrics like the mixing of global and local estimation and the combining of explicit...