In: Statistics and Probability
The method of tree ring dating gave the following years A.D. for an archaeological excavation site. Assume that the population of x values has an approximately normal distribution.
1222 | 1208 | 1215 | 1257 | 1268 | 1316 | 1275 | 1317 | 1275 |
(a) Use a calculator with mean and standard deviation keys to find the sample mean year x and sample standard deviation s. (Round your answers to the nearest whole number.)
x = | A.D. |
s = | yr |
(b) Find a 90% confidence interval for the mean of all tree ring
dates from this archaeological site. (Round your answers to the
nearest whole number.)
lower limit | A.D. |
upper limit | A.D. |
Solution:
Sample size n = 9
1222,1208,1215,1257,1268,1316,1275,1317,1275
a)
Sample mean = (1222 + 1208 + ......+ 1275)/9 = 1261.4444444444 = 1261
= 1261
To find sample SD s , we prepare a table.
x | x2 | |
1222 | 1493284 | |
1208 | 1459264 | |
1215 | 1476225 | |
1257 | 1580049 | |
1268 | 1607824 | |
1316 | 1731856 | |
1275 | 1625625 | |
1317 | 1734489 | |
1275 | 1625625 | |
SUM | 11353 | 14334241 |
Sample variance s2 =
= [1/(9 - 1)][14334241- (113532/9) ]
= 1632.7777777778
Now ,
sample standard deviation s = variance = 1632.7777777778 = 40
s = 40
b)
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 = 9 - 1 = 8
= = t0.05,8 = 1.860
( use t table or t calculator to find this value..)
The margin of error is given by
E = t/2,d.f. * (s / n)
= 1.860* (40 / 9)
= 8.27
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
(1261 - 8.27) < < (1261 + 8.27)
1253 < < 1269
Required 90% confidence interval is (1253 , 1269)