In: Statistics and Probability
The following data represent the age (in weeks) at which babies first crawl based on a survey of 12 mothers. The data are normally distributed and sequals9.190 weeks. Construct and interpret a 95% confidence interval for the population standard deviation of the age (in weeks) at which babies first crawl. 49 31 43 35 37 26 46 36 55 26 38 29
A. If repeated samples are taken, 95% of them will have the sample standard deviation between ___ and ___
B.There is 95% confidence that the population standard deviation is between __ and __
C.There is a 95% probability that the true population standard deviation is between __ and __
Solution:
Given:
Sample size = n = 12
Sample standard deviation = s = 9.190
Confidence level = c = 95%
Construct and interpret a 95% confidence interval for the population standard deviation of the age (in weeks) at which babies first crawl.
Formula:
where
and are chi-square critical values for right and left tails.
c = 0.95 , then
Area for right tail critical value:
and Area for left tail critical value:
df = n - 1 = 12 - 1 = 11
Thus we get:
and
Thus we get:
(Round final answer to specified number of decimal places)
Interpretation:
B.There is 95% confidence that the population standard deviation is between 6.51 and 15.60.
(Round final answer to specified number of decimal places)