Salaries of entry-level computer engineers have Normal distribution with unknown mean and variance. Three randomly selected computer engineers have salaries (in $ 1000s): (a) Construct a 90%...

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Salaries of entry-level computer engineers have Normal distribution with unknown mean and variance. Three randomly selected computer engineers have salaries (in $ 1000s):

(a) Construct a 90% confidence interval for the average salary of an entry-level computer engineer.


(b) Does this sample provide a significant evidence, at a 10% level of significance, that the average salary of all entry-level computer engineers is different from $80,000? Explain.


(c) Looking at this sample, one may think that the starting salaries have a great deal of variability. Construct a 90% confidence interval for the standard deviation of entry level salaries.




Answered Same DayDec 25, 2021

Answer To: Salaries of entry-level computer engineers have Normal distribution with unknown mean and variance....

David answered on Dec 25 2021
120 Votes
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in
Given Data:
30, 50, 70
We calculate sample mean and std dev
iation from given data.
Sample Mean, x̄ =

(x)
n
= 1503 = 50
Sample Variance, s2 =

(x− x̄)2
n− 1 =
800
2 = 400
Sample std dev, s =

s2 =

400 = 20
A 90% CI for µ using t-dist
Sample Mean = x = 50
Sample Standard deviation = s = 20
Sample Size = n = 3
Significance level = α = 1− 0.9 = 0.1
Degrees of freedom for t-distribution, d.f . = n− 1 = 2
Critical Value = tα/2,df = t0.05,df=2 = 2.920 (from t-table, two-tails, d.f . = 2 )
Margin of Error = E = tα/2,df ×
sx√
n
= 2.920× 20√
3
E = 2.920× 11.547005
Margin of Error, E = 33.717255
Limits of 90% confidence interval are given by:
Lower limit = x− E = 50− 33.717255 ≈ 16.282745 ≈ 16.283
Upper limit = x+ E = 50 + 33.717255 ≈ 83.717255 ≈ 83.717
90% confidence interval is: x± E = 50± 33.717255
= (16.282745, 83.717255)
90% CI using t-dist: 16.283 < µ < 83.717
Note that exact answer using technology is:
(50 - 20/SQRT(3)*T.INV(1-(1-0.9)/2,3-1 ) ,
50 +...
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