Open Educational Resources | Pao Yue-kong Library, The Hong Kong Polytechnic University

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Introduction to Probability

Probability and statistics help to bring logic to a world replete with randomness and uncertainty. This course will give you the tools needed to understand data, science, philosophy, engineering, economics, and finance. You will learn not only how to solve challenging technical problems, but also how you can apply those solutions in everyday life.With examples ranging from medical testing to sports prediction, you will gain a strong foundation for the study of statistical inference, stochastic processes, randomized algorithms, and other subjects where probability is needed.

Course related:: AMA1501 Introduction to Statistics in Business
Subjects:: Mathematics and Statistics
Keywords:: Probabilities
Resource Type:: Courseware

Courseware

Math 131B: Introduction to Probability and Statistics

Second introductory course covering basic principles of probability and statistical inference. Topics: Point estimation, interval estimating, and testing hypotheses, Bayesian approaches to inference.

Subjects:: Mathematics and Statistics
Keywords:: Probabilities Mathematical statistics
Resource Type:: Courseware

Courseware

Math 131A: Introduction to Probability and Statistics

Introductory course covering basic principles of probability and statistical inference. Topics covered in this course: Axiomatic definition of probability, random variables, probability distributions, expectation.

Subjects:: Mathematics and Statistics
Keywords:: Probabilities Mathematical statistics
Resource Type:: Courseware

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Introduction to Probability

Math 131B: Introduction to Probability and Statistics

Math 131A: Introduction to Probability and Statistics

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