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Decide whether the following statements are true or false. Explain your answer. a. If X has a normal distribution with μ=8,\mu = 8, then P(X8.21)=P(X7.79).P(X \geq 8.21)=P(X \leq 7.79). b. If X has a normal distribution, then the probability is about 0.87 that its value will be within 1.5 standard deviations of the mean.

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PART A:

Note that all normal distributions are symmetrical about their mean values. Furthermore, the points X=8.21X=8.21 and X=7.79X=7.79 are both equidistant from the mean μ=8\mu=8. Finally, the inequality signs also point in opposite directions. Therefore, we can conclude that P(X8.21)=P(X7.79)P\left(X\geq8.21\right)=P\left(X\leq7.79\right) is a true statement.

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