In: Statistics and Probability
In addition to knowing a person's blood type, it is important to also know whether their Rh factor is positive or negative. The blood types of the first 200 individuals to have their blood drawn at a hospital lab on Monday are recorded below.
Type | ||||
---|---|---|---|---|
Rh Factor | A | B | AB | O |
Positive | 61 | 14 | 18 | 77 |
Negative | 9 | 9 | 8 | 16 |
Find the test statistic. (Round your answer to two decimal places.)
Χ2 =
Calculate the proportion of Rh negative blood types within each of the A, B, AB, and O categories. (Round your answers to three decimal places.)
p̂A= p̂B= p̂AB= p̂O=
Are these proportions consistent across the categories? Does this support your conclusion in part (a)?
The proportions ---Select--- are are not consistent across the categories, ---Select--- refuting confirming our conclusion in part (a).
Observed value | |||||
A | B | AB | O | Total | |
Positive | 61 | 14 | 18 | 77 | 170 |
Negative | 9 | 9 | 8 | 16 | 42 |
Total | 70 | 23 | 26 | 93 | 212 |
We need to calculate the expected value
The expected value for any cell is calculated by (Row total *Column total)/ Grand Total
So, for cell (1, 1) -> (Positive, A), we can calculate expected value = (170*70)/212 = 56.13
Expected Value | |||||
A | B | AB | O | Total | |
Positive | 56.13207547 | 18.4434 | 20.8490566 | 74.5754717 | 130.707547 |
Negative | 13.86792453 | 4.556604 | 5.150943396 | 18.4245283 | 32.2924528 |
Total | 70 | 23 | 26 | 93 | 163 |
Calculating chi-square value
calculations | ||||
Observed, O | Expected, E | O-E | (O-E)^2 | (O-E)^2/E |
61 | 56.13207547 | 4.867925 | 23.69668921 | 0.42215951 |
14 | 18.44339623 | -4.4434 | 19.74377002 | 1.0705062 |
18 | 20.8490566 | -2.84906 | 8.117123532 | 0.3893281 |
77 | 74.5754717 | 2.424528 | 5.878337487 | 0.07882401 |
9 | 13.86792453 | -4.86792 | 23.69668921 | 1.70874085 |
9 | 4.556603774 | 4.443396 | 19.74377002 | 4.33300129 |
8 | 5.150943396 | 2.849057 | 8.117123532 | 1.57585182 |
16 | 18.4245283 | -2.42453 | 5.878337487 | 0.31904955 |
X^2= | 9.89746133 |