This can be also proved using truth table:
p q | p -> q | not(q) -> not(p) ----+--------+------------------ T T | T | T T F | F | F F T | T | T F F | T | T
Notice that while in the conditional statement, while the converse is not equivalent, the converse with each negation is equivalent.
In Aristotelian logic (or categorical logic[?]), moreover, categorical propositions[?] can have contrapositives.
So-called "E" and "I" propositions are logically equivalent to their contrapositives. For example, we can always infer from "no bachelors are women" to "no women are bachelors" (as well as the converse inference) and from "some dogs are flea-bitten animals" to "some flea-bitten animals are dogs" (and conversely).
However, so-called "A" and "O" propositions are not logically equivalent to their contrapositives. For example, from "all violins are musical instruments," we cannot infer "all musical instruments are violins." Similarly, from "some plants are not trees," we cannot infer "some trees are not plants."
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