Download E-books Stochastic Models, Information Theory, and Lie Groups, Volume 1: Classical Results and Geometric Methods (Applied and Numerical Harmonic Analysis) PDF

By Gregory S. Chirikjian

This certain two-volume set presents the matters of stochastic techniques, details conception, and Lie groups in a unified atmosphere, thereby construction bridges among fields which are infrequently studied via an identical humans. not like the various first-class formal remedies to be had for every of those topics separately, the emphasis in either one of those volumes is at the use of stochastic, geometric, and group-theoretic strategies within the modeling of actual phenomena.

Stochastic versions, details thought, and Lie Groups may be of curiosity to complex undergraduate and graduate scholars, researchers, and practitioners working in utilized arithmetic, the actual sciences, and engineering. vast workouts and motivating examples make the paintings appropriate as a textbook to be used in classes that emphasize utilized stochastic procedures or differential geometry.

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