If X, then Y. Not Y. Therefore, not X.
I don't have the logical or mathematical sophistication to know if this is a correct conclusion or not.
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Sign up to join this communityYes, this is Modus Tollens, a Hypothetical that reaches its conclusion by denying the consequent of a conditional statement: If X, then Y. Not Y. Therefore not X. It is deductively valid.
However, If X, then Y. Not X. Therefor not Y. This is deductively invalid. It is a fallacy called "Denying the Antecedent," a hypothetical that reaches its conclusion by denying the antecedent of a conditional statement.
The statement (¬Y)→(¬X) is called the contrapositive of the statement X→Y. A statement and its contrapositive are always logically equivalent.
All this can also nicely be shown by a truth table, like so:
The 5th and 8th column are identical which answers your question.
This causal inference can be applied to invariable observations. For example, because rain falls from clouds, we can posit, 'If it is raining, it must be cloudy.'
This can be represented in symbols as "If A then B", where A=It's raining, and B=It's cloudy. From this, we can deduce that if is not cloudy, then it cannot be raining: "Not B, therefore Not A".
However, we can NOT deduce from "If A then B" that "Not A, therefore Not B": 'It's not raining, so it can't be cloudy'.