Mike Evans: Statistical Reasoning & S...

時(shí)間戳:
0:00 Statistical Reasoning
2:30 The Basic Problem: Reasoning on Statistical Problems
13:00 Rules of Statistical Inference
19:30 Bias (The Controversial Bit?!?!)
24:10 Steps of Statistical Reasoning
25:50 Connection to Philosophy of Science
27:35 Measuring Evidence (Frequentist vs Bayesian vs Loss Function)
29:49 Problems with the p-values
32:00 Choosing & Checking Priors
49:25 Idealism, Good Plans, Bad Plans
54:45 Describing Your Line of Reasoning
59:20 Critiques of the Principle of Evidence
1:04:00 Data-Driven Science vs Hypothesis Driven Science
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