An App developing company recently developed a new game that can be played on the iPhones. The company wants to run a survey on the satisfaction rate on the game. They randomly send out a survey to 600 iPhone users who have downloaded the app and 498 of them are happy with the game.
What is a 95% Confidence interval for the true proportion that are satisfied with the app companies game?
(.79, .87)
(.80, .86)
(.76, .89)
(.83, .88)
Solution :
Given that,
n = 600
x = 498
Point estimate = sample proportion = = x / n = 498/600=0.83
1 - = 1- 0.83 =.17
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 * ((( * (1 - )) / n)
= 1.96 (((0.83*0.17) /600 )
E= 0.03006
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.83-0.03006 < p <0.83+ 0.03006
0.80< p < 0.86
The 95% confidence interval for the population proportion p is : 0.80, 0.86
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