In: Statistics and Probability
Use the given degree of confidence and sample data to construct a confidence interval for the population proportion p. Round to three decimal places. nequals70?, xequals16?; ?95% confidence A. 0.141less thanpless than0.316 B. 0.130less thanpless than0.327 C. 0.125less thanpless than0.332 D. 0.146less thanpless than0.311
Solution :
Given that,
n = 70
x = 16
= x / n = 16 / 71 = 0.229
1 - = 1 - 0.229 = 0.771
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
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.96 * (((0.229 * 0.771) / 70)
= 0.099
A 95% confidence interval for population proportion p is ,
- E < P < + E
0.229 - 0.099 < p < 0.229 + 0.099
0.130 < p < 0.327
Option B) is correct .