Women’s Heights Assume women’s heights are approximately Normally distributed with a mean of 65 inches and a standard deviation of 2.5 inches. Which of the following questions can be answered using the Central Limit Theorem for sample means as needed? If the question can be answered, do so. If the question cannot be answered, explain why the Central Limit Theorem cannot be applied. Find the probability that a randomly selected woman is less than 63 inches tall. If five women are randomly selected, find the probability that the mean height of the sample is less than 63 inches. If 30 women are randomly selected, find the probability that the mean height of the sample is less than 63 inches.
Women’s Heights Assume women’s heights are approximately Normally distributed with a mean of 65 inches and a standard deviation of 2.5 inches. Which of the following questions can be answered using the Central Limit Theorem for sample means as needed? If the question can be answered, do so. If the question cannot be answered, explain why the Central Limit Theorem cannot be applied. Find the probability that a randomly selected woman is less than 63 inches tall. If five women are randomly selected, find the probability that the mean height of the sample is less than 63 inches. If 30 women are randomly selected, find the probability that the mean height of the sample is less than 63 inches.
Solution Summary: The author explains whether the question can be answered or not, using the central limit theorem, and determines the probability.
Women’s Heights Assume women’s heights are approximately Normally distributed with a mean of 65 inches and a standard deviation of
2.5
inches. Which of the following questions can be answered using the Central Limit Theorem for sample means as needed? If the question can be answered, do so. If the question cannot be answered, explain why the Central Limit Theorem cannot be applied.
Find the probability that a randomly selected woman is less than 63 inches tall.
If five women are randomly selected, find the probability that the mean height of the sample is less than 63 inches.
If 30 women are randomly selected, find the probability that the mean height of the sample is less than 63 inches.
Features Features Normal distribution is characterized by two parameters, mean (µ) and standard deviation (σ). When graphed, the mean represents the center of the bell curve and the graph is perfectly symmetric about the center. The mean, median, and mode are all equal for a normal distribution. The standard deviation measures the data's spread from the center. The higher the standard deviation, the more the data is spread out and the flatter the bell curve looks. Variance is another commonly used measure of the spread of the distribution and is equal to the square of the standard deviation.
Throughout, A, B, (An, n≥ 1), and (Bn, n≥ 1) are subsets of 2.
1. Show that
AAB (ANB) U (BA) = (AUB) (AB),
Α' Δ Β = Α Δ Β,
{A₁ U A2} A {B₁ U B2) C (A1 A B₁}U{A2 A B2).
16. Show that, if X and Y are independent random variables, such that E|X|< ∞,
and B is an arbitrary Borel set, then
EXI{Y B} = EX P(YE B).
Proposition 1.1 Suppose that X1, X2,... are random variables. The following
quantities are random variables:
(a) max{X1, X2) and min(X1, X2);
(b) sup, Xn and inf, Xn;
(c) lim sup∞ X
and lim inf∞ Xn-
(d) If Xn(w) converges for (almost) every w as n→ ∞, then lim-
random variable.
→ Xn is a
Chapter 9 Solutions
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