Cram?r's Theorem and Extensions. -- Sanov's Theorem and the Contraction Principle. -- Gaussian Processes and Wentzell-Freidlin Theory. -- Large Deviations for Markov Processes. -- Applications to Detection Theory. -- Asymptotic Expansions. -- Quick Simulation. -- Applications to Parameter Estimation. -- Applications to Information Theory. -- Appendices. -- Solutions to Exercises. -- References. -- Index
Analysis
Probabilities
Notes
"A Wiley-Interscience publication."
Bibliography
Includes bibliographical references (pages 261-266) and index