Introductory Statistics and Random Phenomena Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
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- Hardcover
- Taschenbuch ausgewählt
- eBook
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Sprache:Englisch
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Verlag:Springer
- Springer 77,99 € ausgewählt
- Birkhäuser Boston 49,99 €
77,99 €
UVP
87,99 €
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
22.09.2017
Abbildungen
XXVI, 509 p. 10 illus.
Verlag
SpringerSeitenzahl
509
Maße (L/B/H)
23,5/15,5/2,9 cm
Gewicht
803 g
Auflage
1st ed. 2017
Sprache
Englisch
ISBN
978-3-319-66151-3
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.
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