Probability with STEM Applications, Third Edition -

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Résumé :
Probability with STEM Applications, Third Edition, is an accessible and well-balanced introduction to post-calculus applied probability. Integrating foundational mathematical theory and the application of probability in the real world, this leading textbook engages students with unique problem scenarios and more than 1100 exercises of varying levels of difficulty. The text uses a hands-on, software-oriented approach to the subject of probability. MATLAB and R examples and exercises -- complemented by computer code that enables students to create their own simulations -- demonstrate the importance of software to solve problems that cannot be obtained analytically. Revised and updated throughout, the textbook covers random variables and probability distributions, the basics of statistical inference, Markov chains, stochastic processes, signal processing, and more. This new edition is the perfect text for both year-long and single-semester mathematics and statistics courses, student engineers and scientists, and business and social science majors wanting to learn the quantitative aspects of their disciplines.

Sommaire:
Preface Introduction Chapter 1: Introduction to Probability Chapter 2: Conditional Probability and Independence Chapter 3: Discrete Probability Distributions: General Properties Chapter 4: Families of Discrete Distributions Chapter 5: Continuous Probability Distributions: General Properties Chapter 6: Families of Continuous Distributions Chapter 7: Joint Probability Distributions Chapter 8: Joint Probability Distributions: Additional Topics Chapter 9: The Basics of Statistical Inference Chapter 10: Markov Chains Chapter 11: Random Processes Chapter 12: Families of Random Processes Chapter 13: Introduction to Signal Processing Appendix A: Statistical Tables Appendix B: Background Mathematics Appendix C: Important Probability Distributions Solutions to Odd-Numbered Exercises References Index