In: Statistics and Probability
How much money do winners go home with from the television quiz show Jeopardy? To determine an answer, a random sample of winners was drawn and the amount of money each won was recorded and listed below. Estimate with 92% confidence the mean winning's for all the show's players.
34575 33181 18030 24597 29791
22710 34255 26599 30359 17544
32948 17259 20302 23942 28048
Upper confidence limit =
Lower confidence limit =
Solution:
Sample size = n = 15
df = n - 1 = 14
Using calculator , first we find the sample mean and sample SD.
= 26276
s = 6206.1325431268
Note that, Population standard deviation() is unknown..So we use t distribution.
Our aim is to construct 92% confidence interval.
c = 0.92
= 1- c = 1- 0.92 = 0.08
/2 =0.04
Also, d.f = n - 1 = 15 - 1 = 14
= = 0.04,14 = 1.887
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n)
= 1.887 * (6206.1325431268 / 15)
= 3023.75999637
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
(26276 - 3023.75999637) < < (26276 + 3023.75999637)
23252.2400036 < < 29299.7599964
Upper confidence limit = 29299.7599964 = 29300
Lower confidence limit = 23252.2400036 = 23252