In: Statistics and Probability
In a study of the relationship between pet ownership and physical activity in older adults, 597 subjects reported that they owned a pet, while 1925 reported that they did not. Give a 95% confidence interval for the proportion of older adults in this population who are pet owners. Lower limit Upper limit
Solution :
Given that,
n = 1925
x = 597
Point estimate = sample proportion = = x / n = 0.310
1 - = 0.690
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 * (((0.310 * 0.690) / 1925)
= 0.021
A 95% confidence interval for population proportion p is ,
- E < p < + E
0.310 - 0.021 < p < 0.310 + 0.021
0.289 < p < 0.331
Lower limit = 0.289
Upper limit = 0.331