Chris C.

asked • 07/23/23

Help with Stat word problems

A sample of University of Penn students were surveyed. They were asked which of the following they prefer to drink: beer, water, or nether. And their biological sex was recorded. These data is present in the table below:

 

Random Sample Data

_________________________________________________________________________________________

Preferred Drink.    Female       Male

Beer               61          137

Wine               144         44

Neither             76           62

Question Set 2_A:

Compute the relative risk by comparing the proportion of males who prefer beer to the proportion of females prefer beer.

 

Question Set 2_B:

Interpret the relative risk that you computed in Question Set 2A.

 

Question Set 2-C:

In Minitab conduct a chi-square test independence to determine if there is evidence of a relationship between beverage preference and biological sex in the population of all World Campus students. Use the five step hypothesis testing procedure. For an example of how to enter data from the table into Minitab, see 11.3.3.3 in the online notes.

Step 1a. Check assumption. Note the assumption for a chi-square distribution is that all expected counts are at least 5.

 

Question Set2_C:

Step 1B: State your hypothesis for Ho& Ha


1 Expert Answer

By:

Sean R.

tutor
2_B: The relative risk that we computed in Question Set 2_A is approximately 2.4702. This value tells us that males are about 2.47 times more likely to prefer beer than females. In other words, the likelihood of a male preferring beer is 2.47 times higher than the likelihood of a female preferring beer.
Report

07/31/23

Sean R.

tutor
2_C: Step 1a: Check Assumption For a chi-square test of independence, the assumption is that all expected counts are at least 5. In this case, we can calculate the expected counts for each cell in the table to check if they meet this assumption. Expected count for "Male who prefer beer": Expected count = (Total number of males) * (Proportion of males who prefer beer) Expected count = (137 + 44 + 62) * 0.5302 ≈ 118.8536 (rounded to 4 decimal places) Expected count for "Female who prefer beer": Expected count = (Total number of females) * (Proportion of females who prefer beer) Expected count = (61 + 144 + 76) * 0.2145 ≈ 55.1464 (rounded to 4 decimal places) All expected counts are greater than 5, so the assumption is met. Question Set 2-C: Step 1B: State Hypotheses for Ho & Ha Null Hypothesis (Ho): There is no relationship between beverage preference and biological sex in the population of all World Campus students. Alternative Hypothesis (Ha): There is a relationship between beverage preference and biological sex in the population of all World Campus students.
Report

07/31/23

Still looking for help? Get the right answer, fast.

Ask a question for free

Get a free answer to a quick problem.
Most questions answered within 4 hours.

OR

Find an Online Tutor Now

Choose an expert and meet online. No packages or subscriptions, pay only for the time you need.