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.
1313 | 1194 | 1278 | 1187 | 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:
x | x2 |
1313 | 1723969 |
1194 | 1425636 |
1278 | 1633284 |
1187 | 1408969 |
1268 | 1607824 |
1316 | 1731856 |
1275 | 1625625 |
1317 | 1734489 |
x=10148 | x2=12891652 |
a ) The sample mean is
Mean = (x / n) )
= (1313+1194+1278+1187+1268+1316+1275+1317/ 9 )
= 10148 / 9
= 1127.5556
Mean = 1127.56
The sample standard is S
S = ( x2 ) - (( x)2 / n ) n -1
= (12891652 ( (10148 )2 / 9 ) 8
= (12891652 - 11442433.7778 / 8)
= (1449218.2222 / 8 )
= 181152.2778
= 425.6199
The sample standard is 425.62
b ) Degrees of freedom = df = n - 1 = 9 - 1 = 8
At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
t /2,df = t0.05,8 = 1.859
Margin of error = E = t/2,df * (s /n)
= 1.859 * (425.62 / 9)
= 263.74
Margin of error = 263.74
The 90% confidence interval estimate of the population mean is,
- E < < + E
1127.56 - 263.74 < < 1127.56 + 263.74
863.82 < < 1391.30
(863.82, 1391.30 )