Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science

Name: Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
Author: Manfred Denker
ISBN: 9783319661513

Manfred Denker

Language: English

Published by Birkhäuser, 2017

3319661515 / 9783319661513

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Title: Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
Author: Manfred Denker
Publisher: Birkhäuser
Publication year: 2017
Condition: New
Binding: Soft cover
Language: English
ISBN 10: 3319661515
ISBN 13: 9783319661513

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.

The crucial computer experiments are conducted using the readily available computer program Mathematica® Uncertain Virtual Worlds™ software packages which optimize and facilitate the simulation environment. Brief tutorials are included that explain how to use the Mathematica® programs for effective simulation and computer experiments. Large and original real-life data sets are introduced and analyzed as a model for independent study.

This is an excellent classroom tool and self-study guide. The material is presented in a clear and accessible style providing numerous exercises and bibliographical notes suggesting further reading.

Topics and Features

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® 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®-based Uncertain Virtual Worlds™ programs and code

This text is an excellent resource for all applied statisticians, engineers, and scientists who need to use modern statistical analysis methods to investigate and model their data. The present, softcover reprint is designed to make this classic textbook available to a wider audience.

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

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