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Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science (Statistics for Industry and Technology)
 
 
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Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science (Statistics for Industry and Technology) [Hardcover]

Manfred Denker (Author), Wojbor A. Woyczynski (Author), Bernard Ycart (Contributor)

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Book Description

0817640312 978-0817640316 November 1, 1998 1
This work integrates traditional statistical data analysis with new computational simulation and experimental capabilities. It explains modern data analysis and demonstrates computational experiments, developing an understanding of the effect of random phenomena using Mathematica.

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Editorial Reviews

Review

"This is an innovative book... Well-constructed computer exercises with a bundled easily usable software package ‘Mathematica® Uncertain Virtual Worlds®’... The bibliographical notes that accompany each chapter…are clearly written with a keen eye toward encouraging students to enrich their understanding by pursuing additional reading…A lucidly written text and many well-designed computer experiments that enable students to simulate the whole process of some dynamic systems."  —Technometrics

"Highly data-oriented, with an unusually large collection of real-life examples taken from industry and various scientific disciplines… The book departs from the standard fare, by [also] including detailed coverage of such contemporary topics as chaotic dynamical systems, the nature of randomness, computability and Kolmogorov complexity, encryption, ergodicity, entropy, and even fractals."  —Short Book Reviews (Int’l Statistical Institute)

"The novelty of the book is the integration of ideas about statistics of random phenomena stemming from algorithmic computational complexity, classical probability theory and chaotic behavior in nonlinear systems, and the broad use of Mathematica in the exposition. Moreover, the examples of statistical problems used arise in real-life industrial and scientific lab situations and have been collected from the engineering and scientific literature, or through direct interaction with practicing engineers and scientists. The authors' goal is to give engineering and science students a forward-looking alternative to the usual introductory statistics courses...In summary, I find  Introductory statistics and random phenomena an excellent textbook, and I strongly recommend it as an introductory technical statistics course to engineering and science students who have had a basic programming course in computer science. I expect it to become a classic."   —Mathematical Reviews


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Inside This Book (learn more)
First Sentence:
In this chapter you will find a collection of examples of phenomena where the randomness plays an essential role. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
maximal irregularity, axiomatic probability theory, independent random quantities, unbiased sample variance, equipartition property, fractal data, pinball table, quantile function, rotation map, approximate entropy, correlation dimension, tent map, frequency distribution function, shift map, bad items, random quantity, ergodic behavior, given significance level, pseudorandom number generators, invariant density
Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Web Site, Stability of Fluctuations Law, John Wiley, Use Mathematica, Mathematical Aside, Monte Carlo, Stability of Frequencies Law, Law of Tested Averages, Mathematica Project, Countable Additivity Axiom, Mathematica Statistics, Cambridge University Press, Kolmogorov-Smirnov Theorem, Leaning Tower of Pisa, Normalization Axiom
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