伯克利概率课2.2X BerkerlyX Stat2.2X

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2018-08-28 14:02:31
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转载自https://www.youtube.com/watch?v=fXjqC_9w-Ro&index=22&list=PL_Ig1a5kxu57qPZnHm-ie-D7vs9g7U-Cl 伯克利概率课2.2X BerkerlyX Stat2.2X
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(17/22)
1.1 What is probability
08:25
1.2 Addition rule
17:33
1.3 Multiplication rule
14:53
1.4 Problem solving techniques
29:04
1.5 Conditional or unconditional
15:30
1.6 Bayes Rule
19:38
2.1 Independence
14:15
2.2 Sampling with replacement binomial distribution
31:59
2.3 Sampling without replacement hypergeometric distribution
22:02
2.4 Examples
22:32
3.1 Not the law of averages
21:06
3.2 The law of averages
17:31
3.3 Expected value of a sample sum
29:38
3.4 Expected value of a sample average
10:02
4.1 Standard error of a random sum
28:12
4.2 Normal approximation to the binomial
26:33
4.3 Central Limit Theorem
16:31
4.4 Why you shouldnt gamble
12:26
4.5 Scope of the normal approximation
11:01
5.1 Sample average and sample proportion
20:28
5.2 Simple random samples the correction factor
28:35
5.3 Accuracy
21:04
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