In: Statistics and Probability
Suppose that 14 children, who were learning to ride two-wheel bikes, were surveyed to determine how long they had to use training wheels. It was revealed that they used them an average of six months with a sample standard deviation of three months. Assume that the underlying population distribution is normal.
1. What distribution should you use for this problem? Why?
2. Construct a 99\% confidence interval for the population mean
length of time using training wheels.
Solution:
Given:
Sample Size = n = 14
Sample mean = months
Sample standard deviation = s = 3 months
the underlying population distribution is normal.
Part 1. What distribution should you use for this problem? Why?
We use t distribution.
Since sample size = n = 14 is small ( < 30) and population is normally distributed with unknown standard deviation.
Part 2. Construct a 99% confidence interval for the population mean length of time using training wheels.
Formula:
where
tc is t critical value for c = 99% confidence level
Thus two tail area = 1 - c = 1 - 0.99 = 0.01
df = n - 1 = 14- 1 = 13
Look in t table for df = 13 and two tail area = 0.01 and
find t critical value
tc = 3.012
Thus
Thus
( Round final answer to specified number of decimal places)