In: Statistics and Probability
The standard deviation for the weights of newborn elephants is known to be 20 pounds. We want to construct a 95% confidence interval for the mean weight of newborn baby elephants. Forty newborn baby elephants are weighed with a sample mean of 264 pounds and a sample standard deviation of 16 pounds. Find the confidence interval. Round your answer to the nearest hundredth.
Solution:
Given:
The standard deviation for the weights of newborn elephants is known to be 20 pounds.
that is: pounds
Sample size = n = 40
Sample mean = pounds
We have to construct a 95% confidence interval for the mean weight of newborn baby elephants.
Formula:
where
We need to find zc value for c=95% confidence level.
Find Area = ( 1 + c ) / 2 = ( 1 + 0.95) /2 = 1.95 / 2 = 0.9750
Look in z table for Area = 0.9750 or its closest area and find z value.
Area = 0.9750 corresponds to 1.9 and 0.06 , thus z critical value = 1.96
That is : Zc = 1.96
thus
thus
Thus we are 95% confident that the mean weight of newborn baby elephants is between 257.80 pounds to 270.20 pounds.