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Probability and Statistics · Random variables
Random variables as numbers attached to outcomes, PMF vs PDF vs CDF, expectation and variance, and linearity of expectation.
- E[X] is a probability-weighted average of the values X can take.
- Linearity of expectation holds even when the variables are dependent.