In: Statistics and Probability
Europeans have been more skeptical than Americans about the use
of genetic engineering to improve foods. A sample survey gathered
responses from random samples of 826 Americans and 12321 Europeans.
(The European sample was larger because Europe is divided into many
nations.) Subjects were asked to consider the following
issue:
Using modern biotechnology in the production of foods, for
example to make them higher in protein, keep longer, or change in
taste.
They were asked if they considered this "risky for society." In
all, 445 of Americans and 7818 of Europeans thought the application
was risky.
Give a 98% confidence interval for the percent difference (±0.1)
between Europe (call them group 1) and the United States:
± %.
We need to construct the 98% confidence interval for the difference between population proportions p_1 - p_2p1−p2. We have been provided with the following information about the sample proportions:
Favorable Cases 1 | 7818 |
Sample Size 1 | 12321 |
Favorable Cases 2 | 445 |
Sample Size 2 | 826 |
The sample proportion 1 is computed as follows, based on the sample size N_1 = 12321 and the number of favorable cases X_1 = 7818
The sample proportion 2 is computed as follows, based on the sample size N_2 = 826 and the number of favorable cases X_2 = 445
The critical value for α=0.02 is z_c = 2.326. The corresponding confidence interval is computed as shown below:
CI = (0.054, 0.137)