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OverviewFull Product DetailsAuthor: Kenneth ShumPublisher: Birkhauser Verlag AG Imprint: Birkhauser Verlag AG ISBN: 9783031498329ISBN 10: 3031498321 Pages: 259 Publication Date: 31 March 2024 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsPreface.- Beyond discrete and continuous random variables.- Probability spaces.- Lebesgue–Stieltjes measures.- Measurable functions and random variables.- Statistical independence.- Lebesgue integral and mathematical expectation.- Properties of Lebesgue integral and convergence theorems.- Product space and coupling.- Moment generating functions and characteristic functions.- Modes of convergence.- Laws of large numbers.- Techniques from Hilbert space theory.- Conditional expectation.- Levy’s continuity theorem and central limit theorem.- References.- Index.ReviewsAuthor InformationKenneth Shum received his PhD degree in Electrical Engineering at University of Southern California. Currently, he is an Associate Professor in the School of Science and Engineering at The Chinese University of Hong Kong, Shenzhen. His research interests include information theory and coding theory, probability, and combinatorics. Tab Content 6Author Website:Countries AvailableAll regions |
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