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The Exponential Family of Distributions
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This definition doesn't require very advanced concepts but it usually isn't mentioned until a very advanced statistics class. Now that I came across it and learned it, I made a short video to introduce more people to the idea sooner, so it is one fewer hurdle for stats students to clear.
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