The correct answer is d. Incorrectly suggesting that one thing caused another.
Post Hoc is a type of a logical fallacy used in arguments where a person incorrectly suggests that one thing caused another while it may not be or is not the case.
Sentence C as there is no punctuation separating the two clauses.