Clinical and statistical analysis of data sets. Frequently used end-stage renal dialysis (ESRD) data sets include the Program Management and Medical Information System (PMMIS), United States Renal Data System (USRDS), the core indicators, network files, and Centers for Medicare and Medicaid Services analytical files.