In: Math
The housing market has recovered slowly from the economic crisis of 2008. Recently, in one large community, realtors randomly sampled 32 bids from potential buyers to estimate the average loss in home value. The sample showed the average loss was $8251 with a standard deviation of $1739 .Find a 90% confidence interval for the mean loss in value per home. Answer should be= ($__, $__)
Solution:
Given that,
n = 32
= 8251
s = 1739
Note that, Population standard deviation() is unknown..So we use t distribution.
Our aim is to construct 90% confidence interval.
c = 0.90
= 1- c = 1- 0.90 = 0.10
/2 = 0.10 2 = 0.05
Also, d.f = n - 1 = 32 - 1 = 31
= = 0.05,31 = 1.700
( use t table or t calculator to find this value..)
The margin of error is given by
E = /2,d.f. * ( / n)
= 1.700 * (1739 / 32)
= 522.6049
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
(8251 - 522.6049) < < (8251 + 522.6049)
7728.3951 < < 8773.6049
Required 90% confidence interval is
($ 7728.3951 , $ 8773.6049)