PROCESSING RANDOM DATA: STATISTICS FOR ENGINEERS AND SCIENTISTS - Hardcover

Edwards Robert V

 
9789812568342: PROCESSING RANDOM DATA: STATISTICS FOR ENGINEERS AND SCIENTISTS
Hardcover
ISBN 10: 9812568344 ISBN 13: 9789812568342
Publisher: World Scientific Publishing Company, 2006

Synopsis

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.

"synopsis" may belong to another edition of this title.

Publisher
World Scientific Publishing Company
Publication date
2006
Language
English
ISBN 10 
9812568344
ISBN 13 
9789812568342
Binding
Hardcover
Number of pages
152