This paper provides background on Fellegi-Holt methods as they are implemented for discrete and continuous data. It describes several Fellegi-Holt systems that are currently in use throughout the world in different statistical agencies. Because all the systems have limitations, it delineates a few research problems that, if solved, would improve the use of the systems.