A particular brand of dishwasher soap is sold in three sizes: 30 oz, 45 oz, and 70 oz. Twenty percent of all purchasers select a 30-oz box, 50% select a 45-oz box, and the remaining 30% choose a 70-oz box. Let X1 and X2 denote the package sizes selected by two independently selected purchasers.
(a) Determine the sampling distribution of
X.
x | 30 | 37.5 | 45 | 50 | 57.5 | 70 |
p(x) |
Calculate
E(X).
E(X) =
oz
Compare
E(X)
to μ.
E(X) = μ
E(X) > μ
E(X) < μ
(b) Determine the sampling distribution of the sample variance
S2.
s2 | 0 | 112.5 | 312.5 | 800 |
p(s2) |
Calculate E(S2).
E(S2) =
Compare E(S2) to
σ2.
E(S2) = σ2
E(S2) > σ2
E(S2) < σ2
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Answer:
A)
X bar P(X bar)
30 P(30,30) = 0.2 * 0.2 = 0.04
37.5 P(30, 45) = 2 * 0.2 * 0.5 = 0.2
45 P(45, 45) = 0.5 * 0.5 = 0.25
50 P(30,70) = 2 * 0.2 * 0.3 = 0.12
57.5 P(45,70) = 2 * 0.5 * 0.3 = 0.3
70 P(70, 70) = 0.3 * 0.3 = 0.09
E(X) = 30 * 0.04 + 37.5 * 0.2 + 45 * 0.25 + 50 * 0.12 + 57.5 * 0.3 + 70 * 0.09 = 49.5
E(X) = u
B)
S2 P(s2)
0 P(30, 30) + P(45, 45) + P(70, 70) = 0.04 + 0.25 + 0.09=0.38
112.5 P(30, 45) = 2 *0.2 * 0.5 = 0.2
312.5 P(45,70) = 2 * 0.5 * 0.3 = 0.3
800 P(30, 70) = 2 * 0.2 * 0.3 = 0.12
E(S2) = 0 * 0.38 + 112.5 * 0.2 + 312.5 * 0.3 + 800 * 0.12
= 212.25
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