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Processing Random Data: Statistics For Engineers And Scientists

Language EnglishEnglish
Book Hardback
Book Processing Random Data: Statistics For Engineers And Scientists Robert V. Edwards
Libristo code: 05068349
Publishers World Scientific Publishing Co Pte Ltd, July 2006
Two features of "Processing Random Data" differentiate it from other similar books: the focus on com... Full description
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Two features of "Processing Random Data" differentiate it from other similar books: the focus on computing the reproducibility error for statistical measurements, and its comprehensive coverage of Maximum Likelihood parameter estimation techniques. The book is useful for dealing with situations where there is a model relating to the input and output of a process, but with a random component, which could be noise in the system or the process itself could be random, like turbulence. Parameter estimation techniques are shown for many different types of statistical models, including joint Gaussian. The Cramer-Rao bounds are described as useful estimates of reproducibility errors. Finally, using an example with a random sampling of turbulent flows that can occur when using laser anemometry, the book also explains the use of conditional probabilities.

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About the book

Full name Processing Random Data: Statistics For Engineers And Scientists
Author Robert V. Edwards
Language English
Binding Book - Hardback
Date of issue 2006
Number of pages 152
EAN 9789812568342
ISBN 9812568344
Libristo code 05068349
Publishers World Scientific Publishing Co Pte Ltd
Weight 418
Dimensions 158 x 230 x 17

Categories

Mathematics & Science > Mathematics > Probability & statistics
Mathematics & Science > Mathematics > Applied mathematics
Mathematics & Science > Science: general issues > Maths for scientists
Technology, Engineering, Agriculture > Technology: general issues > Maths for engineers
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