In: Statistics and Probability
) A news article reports that "Americans have differing views on two potentially inconvenient and invasive practices that airports could implement to uncover potential terrorist attacks." This news piece was based on a survey conducted among a random sample of 1115 adults nationwide, interviewed by telephone November 7-10, 2010, where one of the questions on the survey was "Some airports are now using 'full-body' digital x-ray machines to electronically screen passengers in airport security lines. Do you think these new x-ray machines should or should not be used at airports?" Below is a summary of responses based on party affiliation. Round all numeric answers to 4 decimal places. Republican Democrat Independent Total Should 258 293 345 896 Should not 37 54 75 166 Don't know/No answer 16 15 22 53 Total 311 362 442 1115
1. What is the proportion of Republicans who think the full-body scans should be applied in airports?
2. What is the proportion of Democrats who think the full-body scans should be applied in airports?
3. What are the correct hypotheses for a hypothesis test evaluating whether there is a difference in the proportion of Republicans and Democrats who think the full-body scans should be applied in airports? Assume that all relevant conditions are met. A. H 0 : p 1 = p 2 H0:p1=p2 ; H A : p 1 > p 2 HA:p1>p2 B. H 0 : p 1 = p 2 H0:p1=p2 ; H A : p 1 ≠ p 2 HA:p1≠p2 C. H 0 : p 1 = p 2 H0:p1=p2 ; H A : p 1 < p 2 HA:p1
Solution:-
1) The proportion of Republicans who think the full-body scans should be applied in airports is 0.8296
Total number of republicans = 311
Number of Republicans who think the full-body scans should be applied in airports = 258
The proportion of Republicans who think the full-body scans should be applied in airports = 258/311
The proportion of Republicans who think the full-body scans should be applied in airports is 0.8296
2) The proportion of Democrats who think the full-body scans should be applied in airports is 0.8094
Total number of Democrats = 362
Number of Democrats who think the full-body scans should be applied in airports = 293
The proportion of Democrats who think the full-body scans should be applied in airports = 293/362
The proportion of Democrats who think the full-body scans should be applied in airports is 0.8094
3)
B) H0 : p1 = p2
HA : p1 ≠ p2