In: Statistics and Probability
In a study of color perception, 356 men are tested, and 39 are found to have red/green color blindness.
1. n ˆ p ( 1 − ˆ p ) =
2. ˆ p =
3. Is n ˆ p ( 1 − ˆ p ) ≥ 10 ?( yes or no)
4. The margin of error is use the 85 % confidence level
5.Construct a 85 % confidence interval for the percent of men in general population who are color blind. Lower Bound Upper Bound
Total number of men tested = n = 356
Number of men who have red/green color blindness = x = 39
Sample proportion = = x/n = 39/356 = 0.10955
1)
2)
Sample proportion = = 39/356 = 0.10955
4)
Margin of Error ( E ) :
Where , is critical value for given confidence level.
Confidence level = 85% = 0.85
Significance level = = 1 - 0.85 = 0.15 , /2 = 0.15/2 = 0.075
= = 1.4395 { using Excel function , =NORMSINV(1-0.075) =1.4395 }
So margin of error is ,
5)
The 85 % confidence interval for the percent of men in general population who are color blind is ,
Lower bound = - E = 0.10955 - 0.02383 =0.08572
Upper bound = + E = 0.10955 +0.02383 = 0.13338