In: Statistics and Probability
Three-circle, red-on-white is one distinctive pattern painted on ceramic vessels of the Anasazi period found at an archaeological site. At one excavation, a sample of 165 potsherds indicated that 78 were of the three-circle, red-on-white pattern.
(a) Find a point estimate p̂ for the proportion of all
ceramic potsherds at this site that are of the three-circle,
red-on-white pattern. (Round your answer to four decimal
places.)
(b) Compute a 95% confidence interval for the population proportion
p of all ceramic potsherds with this distinctive pattern
found at the site. (Round your answers to three decimal
places.)
lower limit | |
upper limit |
Solution :
Given that,
n = 165
x = 78
Point estimate = sample proportion = = x / n = 78/165=0.4727
1 - = 1-0.473=0.5273
At 95% confidence level
= 1 - 95%
= 1 - 0.95 =0.05
/2
= 0.025
Z/2
= Z0.025 = 1.96 ( Using z table )
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.96 (((0.4727*0.5273) /165 )
E = 0.076
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.4727-0.076< p <0.4727+ 0.076
0.397< p < 0.549
The 95% confidence interval for the population proportion p is : lower limit =0.397,upper limit= 0.549