In: Statistics and Probability
STRAIGHT FROM THE BOOK
Roulette In the casino game of roulette there is a wheel
with 19 black slots, 19 red slots, and 2 green slots. In the game,
a ball is rolled around a spinning wheel and it lands in one of the
slots. It is assumed that each slot has the same probability of
getting the ball. This results in the table of probabilities
below.
Fair Table Probabilities
black | red | green | |
Probability | 19/40 | 19/40 | 2/40 |
You watch the game at a particular table for 130 rounds and count
the number of black, red, and green results. Your observations are
summarized in the table below.
Outcomes (n = 130)
black | red | green | |
Counts | 48 | 73 | 9 |
The Test: Test the claim that this roulette table
is not fair. That is, test the claim that the distribution of
colors for all spins of this wheel does not fit the expected
distribution from a fair table. Test this claim at the 0.01
significance level.
(a) What is the null hypothesis for this test?
H0: The probabilities are not all equal to 1/3.H0: p1 = 19/40, p2 = 19/40, and p3 = 2/40. H0: p1 = p2 = p3 = 1/3H0: The probabilities associated with this table do not fit those associated with a fair table.
(b) The table below is used to calculate the test statistic.
Complete the missing cells.
Round your answers to the same number of decimal places as
other entries for that column.
Observed | Assumed | Expected | |||||
i | Color | Frequency (Oi) | Probability (pi) | Frequency Ei |
|
||
1 | black | 0.475 | 61.75 | 3.062 | |||
2 | red | 73 | |||||
3 | green | 9 | 0.050 | 6.50 | 0.962 | ||
Σ | n = 130 | χ2 = | |||||
(c) What is the value for the degrees of freedom?
(d) What is the critical value of χ2?
Use the answer found in the
χ2-table or round to 3 decimal
places.
tα =
(e) What is the conclusion regarding the null hypothesis?
reject H0
fail to reject H0
(f) Choose the appropriate concluding statement.
We have proven that this table is fair.
The results of this sample suggest the table is not fair.
There is not enough data to conclude that this table is not fair.