source: UCIrvineOCW 上次更新日期：2015年1月26日
UCI Math 131A: Introduction to Probability and Statistics (Summer 2013)
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Description: UCI Math 131A is an introductory course covering basic principles of probability and statistical inference. Axiomatic definition of probability, random variables, probability distributions, expectation.
UC Irvine OpenCourseWare 0:22
Lecture 1. Probability 1:44:04
Lecture 2. Probability 1:12:42
Lecture 3. Random Variables 1:41:35
Lecture 4. Joint Distribution 1:39:13
Lecture 5. Expected Values 1:38:32
Lecture 6. Joint Distribution 1:39:56
Lecture 7. Limit Theorems 1:42:39
Lecture 8: Distributions from normal Distribution 1:32:55
Lecture 9. Conditional Probability 1:01:37
Lecture 10. Survey Sampling 1:35:35
Lecture 11. Estimation of Parameters 1:34:49
Lecture 12. Fitting of Probability Distributions 1:33:41
Lecture 13. Hypothesis Testing 1:42:14
Lecture 14. Random Sampling 1:37:15
Lecture 15. Simple Random Sampling 1:09:14
Lecture 16. Final Review 1:44:48
