Statistics 110: Probability 概率论 哈佛大学(中英)

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2020-03-13 12:45:57
2030
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https://www.youtube.com/playlist?list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo 哈佛大学的概率论主要讲随机变量及其分布、中心极限定理、马尔科夫链等,中英文对照字幕,中文为机翻,持续更新
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Lecture 1: Probability and Counting | Statistics 110
46:30
Lecture 2: Story Proofs, Axioms of Probability | Statistics 110
45:40
Lecture 3: Birthday Problem, Properties of Probability | Statistics 110
48:55
Lecture 4: Conditional Probability | Statistics 110
49:45
Lecture 5: Conditioning Continued, Law of Total Probability | Statistics 110
50:02
Lecture 6: Monty Hall, Simpson's Paradox | Statistics 110
49:01
Lecture 7: Gambler's Ruin and Random Variables | Statistics 110
51:46
Lecture 8: Random Variables and Their Distributions | Statistics 110
50:24
Lecture 9: Expectation, Indicator Random Variables, Linearity | Statistics 110
50:23
Lecture 10: Expectation Continued | Statistics 110
50:10
Lecture 11: The Poisson distribution | Statistics 110
42:46
Lecture 12: Discrete vs. Continuous, the Uniform | Statistics 110
49:57
Lecture 13: Normal distribution | Statistics 110
51:10
Lecture 14: Location, Scale, and LOTUS | Statistics 110
48:55
Lecture 15: Midterm Review | Statistics 110
38:12
Lecture 16: Exponential Distribution | Statistics 110
18:20
Lecture 17: Moment Generating Functions | Statistics 110
50:45
Lecture 18: MGFs Continued | Statistics 110
49:41
Lecture 19: Joint, Conditional, and Marginal Distributions | Statistics 110
50:09
Lecture 20: Multinomial and Cauchy | Statistics 110
49:00
Lecture 21: Covariance and Correlation | Statistics 110
49:26
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