In: Statistics and Probability
1. Crest toothpaste is reviewing plans for its annual survey of toothpaste purchasers. Assume the market share of Crest toothpaste last year was 25%, please calculate the sample size needed for this year’s survey if acceptable error is 4% and desired confidence level is 99%.
2. A recent survey conducted by Wall Street Journal indicates that the average reading time of 100 its readers/participants was 45 minutes and the standard deviation was 20 minutes. The journal is now planning another survey study. If the acceptable error is 3 minutes and a confidence level of 99% is desired, what would be the minimum sample size needed for the upcoming survey?
Solution :
Given that,
= 0.25
1 - = 1 - 0.25 = 0.75
margin of error = E = 4% = 0.04
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = 2.58 ( Using z table )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (2.58 / 0.04)2 * 0.25 * 0.75
=780.046
Sample size = 780
(B)
Solution :
Given that,
standard deviation = =20
Margin of error = E = 3
At 99% confidence level the z is,
= 1 - 99%
= 1 - 0.99 = 0.01
/2 = 0.005
Z/2 = 2.58 ( Using z table ( see the 0.005 value in standard normal (z) table corresponding z value is 2.58 )
sample size = n = [Z/2* / E] 2
n = ( 2.58* 20 /3 )2
n =295.84
Sample size = n =296