Introductory Statistics and Random Phenomena

Автор: Manfred Denker, Wojbor Woyczynski

Език:

Корици: С меки корици

Издател: Birkhauser

Наличност: Външен склад

Изпращаме след 5-8 дни

82.52 € 161.40 лв

This textbook integrates traditional statistical data analysis with new computational experimentatio...

Информация за книгата

Автор

Manfred Denker, Wojbor Woyczynski

Език

Английски език

Корици

Книга - С меки корици

Издадена

2017

страници

509

EAN

9783319661513

ISBN

3319661515

Enbook ID

16766545

Издател

Birkhauser

Теглоt

820

Размери

234 x 157 x 34

Пълно описание

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 (TM) 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 (TM) 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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Introductory Statistics and Random Phenomena

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