In: Statistics and Probability
Question 5
Measurements were recorded for the slapshot speed of 100 minor-league hockey players. These measurements were found to be normally distributed with mean of 88.421 mph and standard deviation of 3.5543 mph. Would it be unusual to record a value below 80.55 mph?
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Question 6
Pinterest claims that 0.3719 of their app users are men. In a sample of 78 randomly chosen app users, what is the probability that less than 36 of them will be men?
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Question 7
Pinterest claims that 0.3808 of their app users are men. In a sample of 74 randomly chosen app users, what is the probability that between 29 and 31 (inclusively) of them will be men?
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Question 8
Pinterest claims that 0.3249 of their app users are men. In a sample of 61 randomly chosen app users, what is the probability that no more than 25 of them will be men?
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Question 9
According to a survey conducted by Deloitte in 2017, 0.46 of U.S. smartphone owners have made an effort to limit their phone use in the past. In a sample of 80 randomly selected U.S. smartphone owners, approximately __________ owners, give or take __________, will have attempted to limit their cell phone use in the past. Assume each pick is independent.
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5)
µ = 88.421
σ = 3.5543
P( X ≤ 80.55 ) = P( (X-µ)/σ ≤
(80.55-88.421) /3.5543)
=P(Z ≤ -2.21 )
values which are 2 std dev away from mean are unusual to occur
so,answer is The value is unusual.
6)
n=78
p=0.3719
Binomial probability is given by
P(X=x) = C(n,x)*px*(1-p)(n-x) |
P(x<36) = Σ C(n,x)*px*(1-p)(n-x)= 0.9345
7)
Sample size , n = 74
Probability of an event of interest, p = 0.3808
P ( X = 29) = C (74,29) * 0.3808^29 * ( 1 - 0.3808)^45=
0.0929
P ( X = 30) = C (74,30) * 0.3808^30 * ( 1 - 0.3808)^44=
0.0857
P ( X = 31) = C (74,31) * 0.3808^31 * ( 1 - 0.3808)^43=
0.0748
P(29≤x≤31) = 0.2533
8)
Sample size , n = 61
Probability of an event of interest, p =
0.3249
P(x≤25) = Σ C(n,x)*px*(1-p)(n-x)= 0.9376
9)
Sample size , n = 80
Probability of an event of interest, p = 0.46
Mean = np = 80 * 0.460 = 36.80
Standard deviation = √(np(1-p)) = √ 19.8720 = 4.458
answer is :
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