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Lecture 10: An Introduction To Bayesian Inference (II): Inference Of Parameters And Models
Published on Nov 05, 201221172 Views
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Chapter list
Inference Of Parameters And Models (1)00:00
Inferring Parameters In Science Experiments (1)00:19
Inferring Parameters In Science Experiments (2)00:39
Inferring Parameters In Science Experiments (3)01:52
Inferring Parameters In Science Experiments (4)03:03
Inferring Parameters In Science Experiments (5)03:37
Inferring Parameters In Science Experiments (6)03:46
Inferring Parameters In Science Experiments (7)05:01
Inferring Parameters In Science Experiments (8)06:01
Inferring Parameters In Science Experiments (8)07:12
Inferring Parameters In Science Experiments (9)08:27
Inferring Parameters In Science Experiments (10)10:32
Inferring Parameters In Science Experiments (11)12:26
Histogram (1)13:19
Histogram (2)13:41
Inferring Parameters In Science Experiments (12)14:04
Inferring Parameters In Science Experiments (13)17:05
Inferring Parameters In Science Experiments (14)19:09
Inferring Parameters In Science Experiments (15)19:43
Inferring Parameters In Science Experiments (16)21:28
Inferring Parameters In Science Experiments (17)21:44
Goodness Of Fit (1)23:22
Other Ideas26:00
The Answer Using Bayes's Theorem (1)26:39
The Answer Using Bayes's Theorem (2)26:46
The Answer Using Bayes's Theorem (3)26:54
The Answer Using Bayes's Theorem (4)27:48
The Answer Using Bayes's Theorem (5)27:54
The Answer Using Bayes's Theorem (6)28:32
The Answer Using Bayes's Theorem (7)29:06
The Answer Using Bayes's Theorem (8)29:44
The Answer Using Bayes's Theorem (9)30:05
The Answer Using Bayes's Theorem (10)30:39
The Answer Using Bayes's Theorem (11)30:54
The Answer Using Bayes's Theorem (12)31:49
The Answer Using Bayes's Theorem (13)33:12
The Answer Using Bayes's Theorem (14)33:39
The Answer Using Bayes's Theorem (15)38:45
The Answer Using Bayes's Theorem (16)39:51
Bayesian Answer, Alternate Data Set (1)41:54
Mixture Of Two Exponentials? (1)42:39
Inference Mixture Of Exponentials (1)44:34
Inference Mixture Of Exponentials (2)45:56
Model Comparison (1)47:57
Inference Mixture Of Exponentials (3)50:34
Inference Mixture Of Exponentials (4)51:07
Inference Mixture Of Exponentials (5)52:20
Inference Mixture Of Exponentials (6)54:49
Inference Mixture Of Exponentials (7)55:41
Inference Mixture Of Exponentials (8)56:28
Data Plot (1)57:57
Likelihood Function Plot (1)58:38
Likelihood Function Plot (2)58:42
Maximum Likelihood Distribution Plot (1)58:51
Maximum Likelihood Distribution Plot (2)59:21
Maximum Likelihood Distribution Plot (3)59:56
Data Plot (2)01:00:44
Likelihood Function Plot (3)01:01:16
Likelihood Function Plot (4)01:01:21
Maximum Likelihood Distribution Plot (4)01:01:26
Maximum Likelihood Distribution Plot (5)01:01:35
Likelihood Plot (0)01:01:39
Likelihood Plot (1)01:02:47
Likelihood Plot (2)01:03:29
Marginal Likelihood Of Parameters Plot (1)01:04:27
Marginal Likelihood Of Parameters Plot (2)01:04:47
Marginal Likelihood Of Parameters Plot (3)01:04:51
Posterior Distribution Plot (1)01:05:13
Maximum Likelihood Model (1)01:06:03
Dataset 3-8 Points01:07:04
Likelihood Plot (3)01:10:28
Likelihood Plot (4)01:10:48
Likelihood Plot (5)01:10:53
Posterior Distribution Plot (2)01:11:17
Maximum Likelihood Model (2)01:11:24
Clustering (1)01:12:29
Clustering (2)01:12:46
Recommended Homework01:13:40