In: Statistics and Probability
Use the given degree of confidence and sample data to construct a confidence interval for the population proportion p. nequals195, xequals162; 95% confidence A. 0.778less thanpless than0.883 B. 0.788less thanpless than0.873 C. 0.777less thanpless than0.884 D. 0.789less thanpless than0.873
Solution :
Given that,
Point estimate = sample proportion = = x / n = 162/195=0.831
1 - = 1- 0.831 =0.169
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 (((0.831*0.169) / 195)
E = 0.053
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.831 - 0.053< p < 0.831 +0.053
0.778< p < 0.883
A. 0.778less thanpless than0.883