Improved MDL Estimators Using Fiber Bundle of Local Exponential Families for Non-exponential Families

Kohei Miyamoto, Andrew R. Barron, Jun'ichi Takeuchi

Minimum Description Length (MDL) estimators, using two-part codes for universal coding, are analyzed. For general parametric families under certain regularity conditions, we introd…