In: Statistics and Probability
You measure 22 textbooks' weights, and find they have a mean weight of 44 grams. Assume the population standard deviation is 12.5 grams. Based on this, construct a 95% confidence interval for the true population mean textbook weight. Assume n is sufficiently large so the normal test can be used.
Give your answers as decimals, to two places
______ < μ < _____
Solution :
Given that,
Point estimate = sample mean = = 44
Population standard deviation = =12.5
Sample size n =22
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96 ( Using z table )
Margin of error = E = Z/2
* (
/n)
= 1.96* (12.5 / 22 )
= 5.22
At 95% confidence interval estimate of the population mean
is,
- E < < + E
44 - 5.22 < < 44+ 5.22
38.78 < <49.22