Table 1.
The analogy between judge’s decisions and statistical tests
Judge’s decision | Statistical test |
---|---|
Innocence: The defendant did not commit crime | Null hypothesis: No association between Tamiflu and psychotic manifestations |
Guilt: The defendant did commit the crime | Alternative hypothesis: There is association between Tamiflu and psychosis |
Standard for rejecting innocence: Beyond a reasonable doubt | Standard for rejecting null hypothesis: Level of statistical significance (à) |
Correct judgment: Convict a criminal | Correct inference: Conclude that there is an association when one does exist in the population |
Correct judgment: Acquit an innocent person | Correct inference: Conclude that there is no association between Tamiflu and psychosis when one does not exist |
Incorrect judgment: Convict an innocent person. | Incorrect inference (Type I error): Conclude that there is an association when there actually is none |
Incorrect judgment: Acquit a criminal | Incorrect inference (Type II error): Conclude that there is no association when there actually is one |