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Field guide to probability, random processes, and random data analysis

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Field guide to probability, random processes, and random data analysis/ Larry C. Andrews, Ronald L. Phillips.
Author:	Andrews, Larry C.
other author:	Phillips, Ronald L.
Published:	Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) :SPIE, : 2012.,
Description:	1 online resource (108 p.) :digital file. :
Notes:	"SPIE Digital Library."--Website.
Subject:	Mathematical analysis. -
Online resource:	http://dx.doi.org/10.1117/3.898495
ISBN:	9780819487025 (electronic)

Field guide to probability, random processes, and random data analysis
Andrews, Larry C.

Field guide to probability, random processes, and random data analysis[electronic resource] /Larry C. Andrews, Ronald L. Phillips. - Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) :SPIE,2012. - 1 online resource (108 p.) :digital file. - Field guide series. - SPIE field guides ;v. FG02.

"SPIE Digital Library."--Website.

Includes bibliographical references and index.

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.

Restricted to subscribers or individual electronic text purchasers.

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.

Mode of access: World Wide Web.

ISBN: 9780819487025 (electronic)

Standard No.: 10.1117/3.898495doiSubjects--Topical Terms:

527926
Mathematical analysis.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: QA300 / .A5583 2012eb

Dewey Class. No.: 519.2

Field guide to probability, random processes, and random data analysis
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245 1 0 $a Field guide to probability, random processes, and random data analysis $h [electronic resource] / $c Larry C. Andrews, Ronald L. Phillips.
260 $a Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) : $b SPIE, $c 2012.
300 $a 1 online resource (108 p.) : $b digital file.
490 1 $a Field guide series
500 $a "SPIE Digital Library."--Website.
504 $a Includes bibliographical references and index.
505 0 $a 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.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 $a 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.
530 $a Also available in print version.
538 $a Mode of access: World Wide Web.
538 $a System requirements: Adobe Acrobat Reader.
588 $a Title from PDF title page (SPIE eBooks Website, viewed 2012-03-12).
650 0 $a Mathematical analysis. $3 527926
650 0 $a Probabilities. $3 527847
650 0 $a Random data (Statistics) $3 877427
655 0 $a Electronic books. $2 local $3 554714
700 1 $a Phillips, Ronald L. $3 877219
710 2 $a Society of Photo-optical Instrumentation Engineers. $3 700253
830 0 $a SPIE field guides ; $v v. FG02 $3 797522
830 0 $a SPIE Digital Library. $3 877386
856 4 0 $3 SPIE $u http://dx.doi.org/10.1117/3.898495