Problem #2 Instant versus fresh-brewed coffee. A matched pairs experiment compares the taste of instant coffee with fres

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Problem 2 Instant Versus Fresh Brewed Coffee A Matched Pairs Experiment Compares The Taste Of Instant Coffee With Fres 1 (121.28 KiB) Viewed 12 times

Problem #2 Instant versus fresh-brewed coffee. A matched pairs experiment compares the taste of instant coffee with fresh-brewed coffee. Each subject tastes two unmarked cups of coffee, one of each type, in random order and states which he or she prefers. Of the 50 subjects who participate in the study, 19 prefer the instant coffee and the other 31 prefer fresh-brewed. Let p be the proportion of the population that prefers fresh-brewed coffee. a. Test the claim that a majority of people prefer the taste of fresh-brewed coffee. Report the z test-statistic and its p-value. Is your test result significant at the a = 10% level? What is your practical conclusion? b. Use RStudio to perform the hypothesis testing with significance level a = 10%. Use the data set "COFFEE.xlsx or COFFEE.csv" c. Find a 95% (not 90%) confidence interval for population proportion p. Solution: Population: {X; = 1} → Customer i prefers fresh-brewed coffee to instant coffee p = the proportion of the population that prefers fresh-brewed coffee = ???. Sample: Sample size: n = 50 ● ● Hypotheses (UPPER, LOWER, or TWO-Tailed TEST) with a = 10%: Ho: p=po 0.50 vs. Ha: p<0.50 or P> 0.50 or p0.50 (circle one) ● Data: Count: X = X₁ + X₂+...+X5 = 31 X = Count how many customers prefers fresh-brewed coffee to instant coffee; X~ Binomial (n = 50, p = ???) Since, n po = 25 ≥ 5 and n(1-po) = 25 25, then, PNormal {p = ???; SE po = ??} X From Sample Data: Sample PROPORTION (statistic): p=== n Step 1: Hypotheses (???-TAILED) TEST): Ho: p = p0=0.0 vs. HA: p<0.50 or p>0.50 or p0.50 (circle one) Step 2: ASSUME H, IS TRUE: p = p. = 0.50
● Standard Error: SE po =. V Test Statistic: = P - Po SEpo Po (1-Po) n Step 3: p-value = P(Z Step 4: Conclusion: DO NOT REJECT Ho or Interpretation of the conclusion (circle one) based: Confidence Interval= [ (Use z-Table) REJECT Ho (circle one) a. The percentage of customers who prefer fresh-brewed coffee is NOT "SIGNIFICANTLY" MORE THAN that of instant coffee. b. The percentage of customers who prefer fresh-brewed coffee is "SIGNIFICANTLY" MORE THAN that of instant coffee. RStudio OUTPUT for the significance test above: p-value = Find 95% confidence interval (not 90%) (watch out: use: -tailed test):