EXAMPLE 9 Arsenic Testing: Conditional Probability Models
Using the information on testing for arsenic given in Example 8, we construct a model for the conditional probability of possible test results given the water contains arsenic.
From information about the test, we know that . Using the complement rule (Rule 3) gives the probability of a false negative:
Fortunately, this probability is quite low! Table 8.4 gives the model for the conditional probability of the test results given the water sample contains arsenic.
Outcome | Positive test | Negative test |
Conditional probability given arsenic | 0.97 | 0.03 |