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portada Processing Random Data: Statistics for Engineers and Scientists
Processing Random Data: Statistics for Engineers and ScientistsProcessing Random Data: Statistics for Engineers and ScientistsProcessing Random Data: Statistics for Engineers and Scientists
Type
Physical Book
Author
Publisher
Language
English
Pages
152
Format
Hardcover
Dimensions
23.0 x 16.8 x 1.7 cm
Weight
0.41 kg.
ISBN
9812568344
ISBN13
9789812568342
Categories

Processing Random Data: Statistics for Engineers and Scientists

Robert V. Edwards (Author) · World Scientific Publishing Company · Hardcover

Processing Random Data: Statistics for Engineers and Scientists - Edwards, Robert V.

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Synopsis "Processing Random Data: Statistics for Engineers and Scientists"

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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The binding of this edition is Hardcover.

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