This is a project on epidemiological methods / applied medical statistics in the field of infectious diseases. The overall aims of the project are to investigate socioeconomic and demographic gradients in the risk of severe infectious diseases, with a focus on sepsis and covid-19, to study direct and indirect effects and long-term complications of infectious diseases, and to study how observational data and registry data can be used to estimate causal effects more generally.