Mathematical theory of statistics, concerned with formal definitions and general results.
Mathematical statistics is the study of statistics from a mathematical point of view, concerned with formal definitions and general results.
The following threads contain extensive references for studying mathematical statistics:
- Standard reference for classical mathematical statistics?
- Good resources (online or book) on the mathematical foundations of statistics
- Introduction to statistics for mathematicians
The following journals are dedicated to research in mathematical statistics: