In: Statistics and Probability
Scores on an IQ test are normally distributed. A sample of 10 IQ scores had standard deviation s=7. (a) Construct a 98% confidence interval for the population standard deviation . Round the answers to at least two decimal places. (b) The developer of the test claims that the population standard deviation is 9. Does this confidence interval contradict this claim? Explain
a(
here n = | 10 | ||
s2=7^2= | 49.000 | ||
Critical value of chi square distribution for n-1=9 df and 98 % CI | |||
Lower critical value χ2L= | 2.088 | ||
Upper critical valueχ2U= | 21.666 |
for Confidence interval of standard deviation: | |||||
Lower bound =√((n-1)s2/χ2U)=(10-1)*49/21.686= | 4.512 | ||||
Upper bound =√((n-1)s2/χ2L)=(10-1)*49/2.088 = | 14.533 | ||||
from above 98% confidence interval for population standard deviation =(4.512<σ<14.533) |
b)
since 9 does fall between interval values of confidence interval, claim made by developer is plausible.