Introduction to Probability

Introduction to Probability

Author: Dimitri P. Bertsekas

Publisher: Athena Scientific

ISBN: 9781886529236

Category: Mathematics

Page: 544

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An intuitive, yet precise introduction to probability theory, stochastic processes, statistical inference, and probabilistic models used in science, engineering, economics, and related fields. This is the currently used textbook for an introductory probability course at the Massachusetts Institute of Technology, attended by a large number of undergraduate and graduate students, and for a leading online class on the subject. The book covers the fundamentals of probability theory (probabilistic models, discrete and continuous random variables, multiple random variables, and limit theorems), which are typically part of a first course on the subject. It also contains a number of more advanced topics, including transforms, sums of random variables, a fairly detailed introduction to Bernoulli, Poisson, and Markov processes, Bayesian inference, and an introduction to classical statistics. The book strikes a balance between simplicity in exposition and sophistication in analytical reasoning. Some of the more mathematically rigorous analysis is explained intuitively in the main text, and then developed in detail (at the level of advanced calculus) in the numerous solved theoretical problems.
Introduction to Probability
Language: en
Pages: 544
Authors: Dimitri P. Bertsekas, John N. Tsitsiklis
Categories: Mathematics
Type: BOOK - Published: 2008-07-01 - Publisher: Athena Scientific

An intuitive, yet precise introduction to probability theory, stochastic processes, statistical inference, and probabilistic models used in science, engineering, economics, and related fields. This is the currently used textbook for an introductory probability course at the Massachusetts Institute of Technology, attended by a large number of undergraduate and graduate students,
Introduction to Probability
Language: en
Pages: 530
Authors: Charles Miller Grinstead, James Laurie Snell
Categories: Probabilities
Type: BOOK - Published: 2012-10-30 - Publisher: American Mathematical Soc.

This text is designed for an introductory probability course at the university level for sophomores, juniors, and seniors in mathematics, physical and social sciences, engineering, and computer science. It presents a thorough treatment of ideas and techniques necessary for a firm understanding of the subject.
Introduction to Probability Models
Language: en
Pages: 800
Authors: Sheldon M. Ross
Categories: Mathematics
Type: BOOK - Published: 2006-12-11 - Publisher: Academic Press

Introduction to Probability Models, Tenth Edition, provides an introduction to elementary probability theory and stochastic processes. There are two approaches to the study of probability theory. One is heuristic and nonrigorous, and attempts to develop in students an intuitive feel for the subject that enables him or her to think
An Introduction to Probability and Statistics
Language: en
Pages: 280
Authors: Beryl Hume
Categories: Mathematical statistics
Type: BOOK - Published: 1966 - Publisher: CUP Archive

Books about An Introduction to Probability and Statistics
Introduction to Probability
Language: en
Pages: 247
Authors: John B. Thomas
Categories: Mathematics
Type: BOOK - Published: 1986-05 - Publisher: Springer

This book was written for an introductory one-term course in probability. It is intended to provide the minimum background in probability that is necessary for students interested in applications to engineering and the sciences. Although it is aimed primarily at upperclassmen and beginning graduate students, the only prere quisite is