In: Statistics and Probability
A marketing research firm wishes to study the relationship
between wine consumption and whether a person likes to watch
professional tennis on television. One hundred randomly selected
people are asked whether they drink wine and whether they watch
tennis. The following results are obtained:
Watch Tennis |
Do Not Watch Tennis |
Totals | |
Drink Wine | 8 | 42 | 50 |
Do Not Drink Wine | 12 | 38 | 50 |
Totals | 20 | 80 | 100 |
(a) For each row and column total, calculate the corresponding row or column percentage.
Row 1 | % |
Row 2 | % |
Column 1 | % |
Column 2 | % |
(b) For each cell, calculate the corresponding
cell, row, and column percentages. (Round your answers to
the nearest whole number.)
Watch Tennis |
Do Not Watch Tennis |
||
Drink Wine | Cell= % | Cell= % | |
Row= % | Row= % | ||
Column= % | Column= % | ||
Do Not Drink Wine | Cell= % | Cell= % | |
Row= % | Row= % | ||
Column= % | Column= % | ||
(c) Test the hypothesis that whether people drink wine is independent of whether people watch tennis. Set α = .05. (Round your answer to 3 decimal places.)
χ2χ2 =
(Click to select)RejectDo not reject H0. Conclude that whether a person drinks wine and whether a person watches tennis are (Click to select)IndependentDependent events.
a)
dividing row and column total with grand total |
Row 1 | 50.00% | ||
Row 2 | 50.00% | ||
Column 1 | 20.00% | ||
Column 2 | 80.00% |
b)
dividing row and column total with grand total |
watch | do not | |
drink | 8% | 42% |
16% | 84% | |
40% | 53% | |
do not | 12% | 38% |
24% | 76% | |
60% | 48% |
c)
Applying chi square test of independence: |
Expected | Ei=row total*column total/grand total | watch | do not | Total |
drink | 10.0000 | 40.0000 | 50.00 | |
do not | 10.0000 | 40.0000 | 50.00 | |
total | 20.00 | 80.00 | 100.00 | |
chi square χ2 | =(Oi-Ei)2/Ei | watch | do not | Total |
drink | 0.400 | 0.100 | 0.5000 | |
do not | 0.400 | 0.100 | 0.5000 | |
total | 0.8000 | 0.2000 | 1.000 | |
test statistic X2 = | 1.000 |
tDo not reject H0 Conclude that whether a person drinks wine and whether a person watches tennis are Independent