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When dealing with multiple random variables that are not independent. We need their joint probability mass (or density) functions. With these we can calculate probabilities, marginal probability mass (or density) functions, and expectations including covariance and correlation. Probability playlist: https://www.youtube.com/playlist?list ...
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