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" Field guide to probability, random processes, and random data analysis "
Larry C. Andrews, Ronald L. Phillips.
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BL
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613807
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dltt
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| Main Entry
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Andrews, Larry C.
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Field guide to probability, random processes, and random data analysis\ Larry C. Andrews, Ronald L. Phillips.
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| Publication Statement
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Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) :: SPIE,, 2012.
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| Series Statement
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Field guide series
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1 online resource (108 p.)
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| ISBN
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9780819487025
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: 0819487023
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9780819487018
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| Notes
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"SPIE Digital Library."--Website.
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| Contents
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Probability: one random variable -- Conditional probabilities -- Probability: two random variables -- Sums of N complex random variables -- Random processes -- Random fields -- Transformations of random processes -- Random data analysis -- Equation summary.
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| Abstract
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Mathematical theory developed in basic courses in engineering and science usually involves deterministic phenomena, and such is the case in solving a differential equation that describes some linear system where both the input and output are deterministic quantities. In practice, however, the input to a linear system, like an imaging system or radar system, may contain a "random" quantity that yields uncertainty about the output. Such systems must be treated by probabilistic methods rather than deterministic methods. For this reason, probability theory and random process theory have become indispensable tools in the mathematical analysis of these kinds of engineering systems. Topics included in this Field Guide are basic probability theory, random processes, random fields, and random data analysis.
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Mathematical analysis.
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Probabilities.
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Random data (Statistics)
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Phillips, Ronald L.
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Society of Photo-optical Instrumentation Engineers.
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