Easy to understand visual step by step explanation of the Central limit theorem. One of the most important concepts in statistics.
It explains why we so often see normal distribution in nature.
Link to correlation and covariance tutorial:
https://www.youtube.com/watch?v=VTWq4YUs93Y&fbclid=IwAR2ZCOikXM1fNbkL4BW7uZkAKp0_-ZCXc0Nf8LtTfDe4zUIzHsSWL7KTlLQ
Link to next video - standard deviation of sample means:
pass
Link to online python notebook:
pass
(click on the link, then 'runtime' - 'run all', and scroll to the graphs)
00:00 Basic explanation with example
4:20 Another examples
5:55 Why distribution looks normal
14:17 Proof that Expected value of sample mean and population are the same
15:02 Another way of looking at the Expected value
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CENTRAL LIMIT THEOREM: simple visual explanation | NatokHD