Question at position 9 A polling organization surveyed 2,002 randomly selected adults who are not scientists and 3,748 randomly selected adults who are scientists. Each adult was asked the question, “Do you think that genetically modified foods are safe to eat?” Of those who are not scientists, 37 percent responded yes, and of those who are scientists, 88 percent responded yes. Which of the following is the standard error used to construct a confidence interval for the difference between the proportions of all adults who are not scientists and all adults who are scientists who would answer yes to the question? 4ST63A polling organization surveyed 2,002 randomly selected adults who are not scientists and 3,748 randomly selected adults who are scientists. Each adult was asked the question, “Do you think that genetically modified foods are safe to eat?” Of those who are not scientists, 37 percent responded yes, and of those who are scientists, 88 percent responded yes. Which of the following is the standard error used to construct a confidence interval for the difference between the proportions of all adults who are not scientists and all adults who are scientists who would answer yes to the question? 4ST63题目解析单项选择题
登录即可查看完整答案
我们收录了全球超50000道真实原题与详细解析,现在登录,立即获得答案。

Question

Question at position 9 A polling organization surveyed 2,002 randomly selected adults who are not scientists and 3,748 randomly selected adults who are scientists. Each adult was asked the question, “Do you think that genetically modified foods are safe to eat?” Of those who are not scientists, 37 percent responded yes, and of those who are scientists, 88 percent responded yes. Which of the following is the standard error used to construct a confidence interval for the difference between the proportions of all adults who are not scientists and all adults who are scientists who would answer yes to the question? 4ST63A polling organization surveyed 2,002 randomly selected adults who are not scientists and 3,748 randomly selected adults who are scientists. Each adult was asked the question, “Do you think that genetically modified foods are safe to eat?” Of those who are not scientists, 37 percent responded yes, and of those who are scientists, 88 percent responded yes. Which of the following is the standard error used to construct a confidence interval for the difference between the proportions of all adults who are not scientists and all adults who are scientists who would answer yes to the question? 4ST63题目解析单项选择题

登录即可查看完整答案

我们收录了全球超50000道真实原题与详细解析,现在登录,立即获得答案。

BlackTom AI · Accepted Answer

We start by identifying what the problem is asking: the standard error to construct a confidence interval for the difference between two proportions, p1 and p2, where p1 is the proportion of non-scientists who answered yes and p2 is the proportion of scientists who answered yes.
Option A (the first candidate expression): sqrt((0.37)(0.63)/2002) + sqrt((0.88)(0.12)/3748). This matches the standard error formula for the difference of two independent proportions: SE = sqrt[p1(1-p1)/n1] + sqrt[p2(1-p2)/n2]. Here p1 = 0.37, n1 = 2002, p2 = 0.88, n2 = 3748. The plus sign is appropriate because the variance of the difference p̂1 - p̂2 is Var(p̂1) + Var(p̂2) when the samples are independent, so we add the two standard errors in the SE expression.
Option B (the second candidate): sqrt((0.37)(0.63)/2002) − sqrt((0.88)(0.12)/3748). This uses a minus sign between the two standard error components. That would imply subtracting the uncertainty of one group from the other, which is not correct for the SE of a difference in proportions, since the variances add for independent samples. Therefore this is not the correct SE form.
Option C (the third candidate): sqrt((0.70)(0.30)/2002) + sqrt((0.70)(0.30)/3748). This uses a pooled proportion of 0.70 (which would arise if we pooled the two samples under a null hypothesis of equal proportions). However, the standard error for a difference of two proportions without pooling uses the distinct p1 and p2 in each term, not a single pooled p. Therefore this is not the correct SE for the difference between the two proportions given.
Option D (the fourth candidate): (0.37)(0.63)/2002 + (0.88)(0.12)/3748, all under a square root with no division or further structure shown. This resembles a misformatted or incomplete version of the SE formula, lacking the required square roots of each term (i.e., it mixes the components incorrectly inside a single square root). The correct SE uses two separate square-root terms added together, not a single square root of a sum of fractions.
Option E (the fifth candidate): sqrt((0.37)(0.63)/2002) + sqrt((0.88)(0.12)/3748) — identical in substance to Option A but if presented differently could be a duplicate or misformatted in some displays. The key idea is that the correct structure is two separate square roots added together, each with its own p(1−p)/n term, as in Option A.
To summarize, the essential concept is that the standard error for the difference between two independent proportions is obtained by adding the standard errors from each group: SE = sqrt[p1(1−p1)/n1] + sqrt[p2(1−p2)/n2], with p1 = 0.37, n1 = 2002, p2 = 0.88, n2 = 3748. Any expression deviating from this structure—especially using a minus sign, pooling, or a single pooled square root—fails to reflect the correct variance composition for the difference of two independent proportions.

类似问题

Exhibit 10-10 The results of a recent poll on the preference of shoppers regarding two products are shown below. Product Shoppers Surveyed Shoppers Favoring This Product A 800 560 B 900 612 Refer to Exhibit 10-10. The standard error of is _____.

Questions 8 and 9 continued: Report the upper limit of the confidence interval to three decimal places. Make sure your answer is a difference of proportions, not a difference of percentages.

Exhibit 10-10 The results of a recent poll on the preference of shoppers regarding two products are shown below. Product Shoppers Surveyed Shoppers Favoring This Product A 800 560 B 900 612 Refer to Exhibit 10-10. The standard error of is _____.

更多留学生实用工具

智能学习助手

风格化写作助手

论文查重助手

文献引用助手

课堂转译助手

课堂笔记助手

Quiz搜索助手

学校历年真题

智能刷题助手

智能匹配练习

希望你的学习变得更简单

类似问题

Exhibit 10-10 The results of a recent poll on the preference of shoppers regarding two products are shown below. Product Shoppers Surveyed Shoppers Favoring This Product A 800 560 B 900 612 ​ ​ Refer to Exhibit 10-10. The standard error of is _____.

Questions 8 and 9 continued: Report the upper limit of the confidence interval to three decimal places. Make sure your answer is a difference of proportions, not a difference of percentages.

Exhibit 10-10 The results of a recent poll on the preference of shoppers regarding two products are shown below. Product Shoppers Surveyed Shoppers Favoring This Product A 800 560 B 900 612 ​ ​ Refer to Exhibit 10-10. The standard error of is _____.

更多留学生实用工具

希望你的学习变得更简单

Exhibit 10-10 The results of a recent poll on the preference of shoppers regarding two products are shown below. Product Shoppers Surveyed Shoppers Favoring This Product A 800 560 B 900 612 Refer to Exhibit 10-10. The standard error of is _____.

Exhibit 10-10 The results of a recent poll on the preference of shoppers regarding two products are shown below. Product Shoppers Surveyed Shoppers Favoring This Product A 800 560 B 900 612 Refer to Exhibit 10-10. The standard error of is _____.