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Modern Birkhäuser Classics

Introductory Statistics and Random Phenomena

Uncertainty, Complexity and Chaotic Behavior in Engineering and Science

Autoren: Denker, Manfred, Woyczynski, Wojbor

Vorschau
  • Affordable, softcover reprint of a classic textbook​
  • Integrates ideas about statistics of random phenomena stemming from algorithmic computational complexity, classical probability theory, and chaotic behavior in nonlinear systems
  • Provides examples of statistical problems that arise in real-life industrial and scientific lab settings
Weitere Vorteile

Dieses Buch kaufen

eBook 32,12 €
67,82 € (Listenpreis)
Preis für Deutschland (Brutto)
gültig bis 30. Juni 2019
  • ISBN 978-3-319-66152-0
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Softcover 42,79 €
85,59 € (Listenpreis)
Preis für Deutschland (Brutto)
gültig bis 30. Juni 2019
  • ISBN 978-3-319-66151-3
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
Über dieses Lehrbuch

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.

Über den Autor

Manfred Denker, Penn State University, USA
Wojbor Woyczynski, Case Western Reserve University, USA

Inhaltsverzeichnis (9 Kapitel)

Inhaltsverzeichnis (9 Kapitel)

Dieses Buch kaufen

eBook 32,12 €
67,82 € (Listenpreis)
Preis für Deutschland (Brutto)
gültig bis 30. Juni 2019
  • ISBN 978-3-319-66152-0
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Softcover 42,79 €
85,59 € (Listenpreis)
Preis für Deutschland (Brutto)
gültig bis 30. Juni 2019
  • ISBN 978-3-319-66151-3
  • Kostenfreier Versand für Individualkunden weltweit
  • Gewöhnlich versandfertig in 3-5 Werktagen.
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Bibliografische Information

Bibliographic Information
Buchtitel
Introductory Statistics and Random Phenomena
Buchuntertitel
Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
Autoren
Titel der Buchreihe
Modern Birkhäuser Classics
Copyright
2017
Verlag
Birkhäuser Basel
Copyright Inhaber
Springer International Publishing AG
eBook ISBN
978-3-319-66152-0
DOI
10.1007/978-3-319-66152-0
Softcover ISBN
978-3-319-66151-3
Buchreihen ISSN
2197-1803
Auflage
1
Seitenzahl
XXVI, 509
Anzahl der Bilder
10 schwarz-weiß Abbildungen
Themen