Probability: Lectures and Labs (Paperback) (ISBN-13: 9798674518877)

This is an undergraduate textbook in probability aimed at math majors or for those intending to take courses such as mathematical statistics or stochastic processes. The book contains the content of a typical one-semester course for students with familiarity with calculus and linear algebra. The book also contains eight laboratory experiments using R. These can be used in class in place of lectures, or as supplemental activities for students.Topics include: basic probability definitions, conditional probability, Bayes' rule, the common distributions, densities, expectation, conditional expectation, joint densities, Bernoulli and Poisson point processes, covariance and correlation, counting measure, Lebesgue measure, Markov and Chebyshev tail inequalities, the Strong Law of Large Numbers, and the ever popular Central Limit Theorem.

Author: Mark Huber
ISBN-10: 8674518877
ISBN-13: 9798674518877
Publisher: Independently Published
Language: English
Published: 08/11/2020
Pages: 362
Format: Paperback
Weight: 2.19lbs
Size: 10.00h x 7.99w x 0.94d