In: Statistics and Probability
In a survey, 29 people were asked how much they spent on their
child's last birthday gift. The results were roughly bell-shaped
with a mean of $48.1 and standard deviation of $2.6. Estimate how
much a typical parent would spend on their child's birthday gift
(use a 90% confidence level). Give your answers to 3 decimal
places.
Express your answer in the format of ¯xx¯ ±± E.
$ ±± $
Solution:
Given that,
n = 29
= 48.1
s = 2.6
Note that, Population standard deviation() is unknown..So we use t distribution.
Our aim is to construct 90% confidence interval.
c = 0.90
= 1- c = 1- 0.90 = 0.10
/2 = 0.10 2 = 0.05
Also, d.f = n - 1 = 29-1 = 28
= = 0.05,28 = 1.7011
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n)
= 1.7011 * ( 2.6 / 29 )
= 0.8213
Now , confidence interval for mean() is given by:
± E
48.1 ± 0.8213
Answer : $ 48.1 ± $ 0.821