Many people feel that the drying of pavement marking paint is much too slow. You spend several days looking for the fastest drying paint you can find; you plan to measure the time (in seconds) for this paint to dry. From information provided by the paint supplier, you believe the time to dry is normally distributed with a standard deviation of 3 seconds. How many paint samples would you need to test to be able to obtain an estimate of paint drying time that is within 2 seconds of the actual mean drying time with a probability of 99.5%?
Accepted Solution
A:
Answer:21Step-by-step explanation:Using Simple Random Sampling, we can estimate the sample size by the formula
[tex]\bf n=\frac{Z^2S^2}{e^2}[/tex]
where n = sample size
Z = the z-score corresponding to the confidence level 99.5%
S = the assumed standard deviation = 3 seconds
e = margin of error = 2 seconds
It is worth noticing that the higher the confidence level, the larger the sample should be.
The z-score corresponding to a confidence level of 99.5% can be obtained either with a table or the computer and equals
Z = 3.023
Replacing the values in our formula
[tex]\bf n=\frac{(3.023)^23^2}{2^2}=20.5616\approx 21[/tex]
So the size of the sample should be at least 21.