Gregory S. Chirikjian's Stochastic Models, Information Theory, and Lie Groups, PDF

By Gregory S. Chirikjian

the themes of stochastic procedures, details thought, and Lie teams are typically handled individually from one another. This certain two-volume set offers those themes in a unified environment, thereby construction bridges among fields which are hardly studied via an analogous humans. not like the various first-class formal remedies on hand for every of those topics separately, the emphasis in either one of those volumes is at the use of stochastic, geometric, and group-theoretic thoughts within the modeling of actual phenomena.Volume 1 establishes the geometric and statistical foundations required to appreciate the basics of continuous-time stochastic strategies, differential geometry, and the probabilistic foundations of data concept. wide routines and motivating examples make the paintings appropriate as a textbook to be used in classes that emphasize utilized stochastic strategies or differential geometry.Stochastic types, details thought, and Lie teams can be of curiosity to complex undergraduate and graduate scholars, researchers, and practitioners working in utilized arithmetic, the actual sciences, and engineering.

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Stochastic Models, Information Theory, and Lie Groups, Volume 1: Classical Results and Geometric Methods (Applied and Numerical Harmonic Analysis) by Gregory S. Chirikjian


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