Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science (Statistics for Industry and Technology) артикул 2237e.
Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science (Statistics for Industry and Technology) артикул 2237e.

"Introductory Statistics and Random Phenomena" integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems This is the first advanced text/reference to bring together such a comprehensive variety озшзщ 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 computerexperiments 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, andnonlinear 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.  В книге подробноISBN 0817640312.