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Probability and statistics
Published on Oct 06, 20162039 Views
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Chapter list
Probability and statistics00:00
Outline00:32
Basics of probability01:58
Probability: defintion/102:35
Probability: defintion/204:45
Probability: notation/106:26
Probability: notation/207:41
Probability: laws/109:32
Probability: laws/211:34
Probability: random variables/113:29
Probability: random variables/216:46
Probability: distributions19:00
Probability: discrete distributions22:07
Probability: continuous distributions25:18
Lognormal26:42
Probability: expected value, variance/136:33
Probability: expected value, variance/238:02
Probability: expected value, variance/340:19
Probability: quantiles42:08
Probability: independence43:31
Probability: sampling44:50
Statistical inference48:41
Point estimates: mean52:19
Point estimates: variance54:44
Point estimates: bias01:01:20
Point estimates: median01:02:00
Interval estimate: confidence intervals01:04:14
Interval estimate/201:09:01
Interval estimate/301:12:30
Interval estimate/101:15:15
Hypothesis testing/101:16:45
Hypothesis testing/201:18:45
Hypothesis testing/301:20:31
Hypothesis testing/401:21:31
Hypothesis testing/501:25:55
Hypothesis testing/601:29:24
Different test outcomes/101:32:22
Different test outcomes/201:36:51