[BAYES] Lesson 2: Discrete probability distributions and samples | iMooX.at
Channel: iMooX at
Date: 2021-03-17

00:03 Welcome to Unit 1
00:49 A probability distribution
02:26 Samples and relative frequencies
03:55 Examples of distributions
05:24 Instrinsic vs. sample characteristics
06:10 Mean value
07:29 Median
09:13 Variance
11:35 Moments
13:35 Average wages
15:20 Law of large numbers
15:37 Free days ratio
17:25 Takehome

This is a video of the course "Bayesian probability theory" on https://imoox.at/course/bayes22

The primary motivation for this course is to warm a broader audience to probability theory, as it is central to all scientific fields. Or as E.T. Jaynes - one of the most important researchers on probability theory of the last century - put it: "Probability is the logic of science."

The course consists of 9 units. The time required for the course was estimated at 6 hours per unit.
You can find the full playlist for the course here: https://www.youtube.com/playlist?list=PLhy2nHJciTECmGvROzdSRhH-tZZOT_dMf

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