Chapter exploration
Discrete random variables
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For the same random variable X, compare Y=X+5 with Z=2X. Predict the changes in expectation, variance and standard deviation before calculating. Adding 5 shifts the distribution without changing its spread; doubling X doubles its standard deviation and multiplies its variance by 4. Explain why a variance has squared units, then check your prediction against the formulae.