{"product_id":"introductory-statistics-and-random-phenomena-uncertainty-complexity-and-chaotic-behavior-in-engineering-and-science-modern-birkhuser-classic-9783319661513","title":"Introductory Statistics and Random Phenomena:Uncertainty Complexity and Chaotic: Behavior in Engineering and Science Modern Birkhuser Classic","description":"\u003cp\u003e • Author(s): Manfred Denker; Wojbor Woyczynski\u003cbr\u003e • Publisher: Springer Verlag\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • Subject: Mathematics and Statistics\u003cbr\u003e • BISAC: Applied\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003ci\u003eIntroductory Statistics and Random Phenomena\u003c\/i\u003e 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.\u003cbr\u003eThe crucial computer experiments are conducted using the readily available computer program \u003ci\u003eMathematica\u003c\/i\u003e(R) \u003ci\u003eUncertain Virtual Worlds\u003c\/i\u003e(TM) software packages which optimize and facilitate the simulation environment. Brief tutorials are included that explain how to use the\u003ci\u003eMathematica\u003c\/i\u003e(R) programs for effective simulation and computer experiments. Large and original real-life data sets are introduced and analyzed as a model for independent study.\u003cbr\u003eThis 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.\u003cbr\u003eTopics and Features\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eComprehensive and integrated treatment of uncertainty arising in engineering and scientific phenomena - algorithmic complexity, statistical independence, and nonlinear chaotic behavior\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eExtensive exercise sets, examples, and \u003ci\u003eMathematica\u003c\/i\u003e(R) computer experiments that reinforce concepts and algorithmic methods\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eThorough presentation of methods of data compression and representation\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eAlgorithmic approach to model selection and design of experiments\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eLarge data sets and 13 \u003ci\u003eMathematica\u003c\/i\u003e(R)-based \u003ci\u003eUncertain Virtual Worlds\u003c\/i\u003e(TM) programs and code\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003eThis 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.\u003cbr\u003eReviews\u003cbr\u003e\u003ci\u003eHighly 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.\u003c\/i\u003e--\u003cb\u003eShort Book Reviews, International Statistical Institute\u003c\/b\u003e\u003cbr\u003e\u003ci\u003eI find [this book] to be 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. \u003c\/i\u003eMathematical Reviews\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e","brand":"Springer Verlag","offers":[{"title":"Paperback","offer_id":45091490726039,"sku":"9783319661513","price":5876.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783319661513.webp?v=1769204529","url":"https:\/\/atlanticbooks.com\/products\/introductory-statistics-and-random-phenomena-uncertainty-complexity-and-chaotic-behavior-in-engineering-and-science-modern-birkhuser-classic-9783319661513","provider":"Atlantic Books","version":"1.0","type":"link"}