Binomial Distribution: Expectation, Variance and Standard Deviation
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Binomial Distribution: Expectation, Variance and Standard Deviation
In this 10th lecture on Elements of Probability and Statistics, we derive the expectation (mean) and variance of a binomial distribution from first principles with clear proofs. We prove: • E(X) = np (Mean) • Var(X) = npq (Variance) • Standard Deviation = √(npq) The video includes: - Verification that the binomial PMF sums to 1 - Full ...
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