Optimal Estimation of Parameters

This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a powerful new tool, the generalized maximum capacity estimator. This approach allows the optimal estimation of real-valued parameters, their number and intervals, and provides common ground for explaining the power of these estimators.