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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Allg. & Lexika Introductory Statistics and Random Phenomena
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Introductory Statistics and Random Phenomena
Wojbor Woyczynski (Taschenbuch, Englisch)
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Beschreibung
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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
22.09.2017
Sprache
Englisch
EAN
9783319661513
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Modern Birkhäuser Classics
Sonderedition
Nein
Autor
Wojbor Woyczynski
Seitenanzahl
509
Einbandart
Taschenbuch
Buch Untertitel
Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
Hersteller: Palgrave Macmillan, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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