{"product_id":"introduction-to-probability-statistics-and-random-processes-9780990637202","title":"Introduction to Probability, Statistics, and Random Processes","description":"\u003cp\u003eThis book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, various sciences, finance, and other related fields. It provides a clear and intuitive approach to these topics while maintaining mathematical accuracy.\u003c\/p\u003e\u003cp\u003eThe book covers: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBasic concepts such as random experiments, probability axioms, conditional probability, and counting methods\u003c\/li\u003e\n\u003cli\u003eSingle and multiple random variables (discrete, continuous, and mixed), as well as moment-generating functions, characteristic functions, random vectors, and inequalities\u003c\/li\u003e\n\u003cli\u003eLimit theorems and convergence\u003c\/li\u003e\n\u003cli\u003eIntroduction to Bayesian and classical statistics\u003c\/li\u003e\n\u003cli\u003eRandom processes including processing of random signals, Poisson processes, discrete-time and continuous-time Markov chains, and Brownian motion\u003c\/li\u003e\n\u003cli\u003eSimulation using MATLAB, R, and Python (online chapters)\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe book contains a large number of solved exercises. The dependency between different sections of this book has been kept to a minimum in order to provide maximum flexibility to instructors and to make the book easy to read for students. Examples of applications-such as engineering, finance, everyday life, etc.-are included to aid in motivating the subject. The digital version of the book, as well as additional materials such as videos, is available at www.probabilitycourse.com.\u003c\/p\u003e\u003cbr\u003e","brand":"Kappa Research, LLC","offers":[{"title":"Default Title","offer_id":50604658229522,"sku":"9780990637202","price":34.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_f5ed64ce-025c-4a25-9972-3a93f75d0aed.jpg?v=1732262463","url":"https:\/\/surprise-castle.myshopify.com\/products\/introduction-to-probability-statistics-and-random-processes-9780990637202","provider":"Surprise Castle","version":"1.0","type":"link"}