In: Statistics and Probability
A random sample of 40 bags of flour is weighed. It is found that the sample mean is 453.08 gram. All weights of the bags of flour have a population standard deviation of 5.42 gm. What is the lower confidence limit (LCL) of an 80% confidence interval for the population mean weight?
Solution :
Given that,
Point estimate = sample mean =
= 453.08
Population standard deviation = = 5.42
Sample size n =40
At 80% confidence level the z is ,
= 1 - 80% = 1 - 0.80 = 0.20
/ 2 = 0.10
Z/2 = Z0.10= 1.28 ( Using z table )
Margin of error = E = Z/2
* (
/n)
= 1.28* ( 5.42/
40 )
= 1.097
At 80% confidence interval
is,
- E < < + E
453.08 - 1.097 <
< 453.08 + 1.097
451.983 <
< 454.177