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2022 Spring. Solutions of M262 Final Exam problems

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2022 Spring. Solutions of M262 Final Exam problems. 1. Aslı constructed a machine producing plastic balls with average weight µ and standard deviation σ. Knowing these two parameters, she states that the probability that the total weight of 81 balls produced by this machine is less than 180 is equal to 0.44 and the probability that the total weight of 81 balls produced by this machine is greater than 90 is equal to 0.33. Based on this information find µ and σ. Solution 1: P(x1 + · · · x81 < 180) = P(¯x < 180 81 ) = P( x¯ − µ σ/√ 81 < 2.22 − µ σ/√ 81 ) = P(Z < 2.22 − µ σ/√ 81 ) = 0.44 Therefore from z− table we get 2.22 − µ σ/√ 81 = −0.15. P(x1 + · · · x81 > 90) = P(¯x > 90 81 ) = P( x¯ − µ σ/√ 81 > 1.11 − µ σ/√ 81 ) = P(Z > 1.11 − µ σ/√ 81 ) = 0.33 Therefore from z− table we get 1.11 − µ σ/√ 81 = 0.44. Solving two equation with two unknowns we find µ = 1.89 and σ = −16.03. Note: Since σ should be positive, Aslı’s statement is not correct and one can not find true µ and σ. Solution 2: P( P81 i=1 xi > 90) + P( P81 i=1 xi < 180) should be greater than 1. Thus, without any calculation one can say that Aslı’s statement is not correct and one can not find true µ and σ.

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Solutions of QUIZ 5. M262 Section 1. (25.04.2022).

1. A zoologist is going to test a Null Hypothesis that the standard deviation σ
of the weights of frogs in some region is equal to 5 grams. She collected 11 frogs,
measured their weights and found a sample standard deviation s = 3. Based on this
data should Null Hypothesis σ = 5 be rejected in favor of Alternative Hypothesis
σ 6= 5? Use α = 0.1.

Solution:

H0 : σ = 5

H1 : p 6= 5

For d = 10 χ2 (0.95) = 3.94 and χ2 (0.95) = 18.31. Therefore, the rejection region is
[0, 3.94] ∪ [18.31, ∞). Since

s2 9
(n − 1) · = 10 · = 3.6 < 3.94
σ2 25
we reject H0 and accept H1 .


2. We compare the number of words per sentence in two magazines. On the
basis of 50 randomly selected sentences from the first and 60 randomly selected
sentences from the second magazine we find x̄ = 12.7, s1 = 4 and ȳ = 15.5, s2 = 5,
respectively. Determine a 90% confidence interval for the difference in mean number
of words per sentence.

Solution:

From z-table we get zα/2 = 1.65. Therefore, a 90 % confidence interval is
s s
42 52 42 52
(12.7 − 15.5 − 1.65 · + , 12.7 − 15.5 + 1.65 · + )
50 60 50 60
= (−2.8 − 1.42, −2.8 + 1.42) = (−4.22, −1.38)




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