Introductory Statistics and Random Phenomena : Uncertainty, Complexity and Chaotic Behavior in Engineering and Science PDF
by Manfred Denker, Wojbor Woyczynski
Part of the Modern Birkhauser Classics series
Description
This textbook integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems. This was the first advanced text/reference to bring together such a comprehensive variety of tools for the study of random phenomena occurring in engineering and the natural, life, and social sciences.
- Comprehensive and integrated treatment of uncertainty arising in engineering and scientific phenomena - algorithmic complexity, statistical independence, and nonlinear chaotic behavior
- Extensive exercise sets, examples, and Mathematica(R) computer experiments that reinforce concepts and algorithmic methods
- Thorough presentation of methods of data compression and representation
- Algorithmic approach to model selection and design of experiments
- Large data sets and 13 Mathematica(R)-based Uncertain Virtual Worlds(TM) programs and code
Information
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Download - Immediately Available
- Format:PDF
- Publisher:Springer International Publishing
- Publication Date:16/09/2017
- Category:
- ISBN:9783319661520
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Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer International Publishing
- Publication Date:16/09/2017
- Category:
- ISBN:9783319661520