In: Statistics and Probability
Find the critical value of t for a t-distribution with 30 degrees of freedom such that the area between -t and t is 99%
A student records the repair costs for 25 randomly selected computers from a local repair shop where he works. A sample mean of $216.53 and standard deviation of $15.86 are subsequently computed. Assume that the population distribution is approximately normal and s is unknown. Determine the 98% confidence interval for the mean repair cost for all computers repaired at the local shop by first calculating the margin of error, E.
solution
(A)
Degrees of freedom = df = 30
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df= t0.005,30 = +/-2.750 ( using student t table)
(B)Solution :
Given that,
Point estimate = sample mean =
=$216.53
Population standard deviation =
=$15.86
Sample size = n =25
At 98% confidence level the z is ,
= 1 - 98% = 1 - 0.98 = 0.02
/ 2 = 0.02/ 2 = 0.01
Z/2 = Z0.01 = 2.326 ( Using z table )
Margin of error = E = Z/2
* (
/n)
= 2.326 * ( 15.86 /
25)
= 7.3781
At 98% confidence interval estimate of the population mean
is,
- E <
<
+ E
216.53 - 7.3781 <
< 216.53+ 7.3781
209.1519<
< 223.9081
( 209.1519, 223.9081 )