Final answer:
The red herring fallacy is not related to causal reasoning as it involves presenting irrelevant information that distracts from the main argument.
Step-by-step explanation:
The fallacy that is not related to causal reasoning is the red herring fallacy. A red herring fallacy occurs when an arguer presents irrelevant information that distracts from the main argument, rather than providing evidence or supporting the conclusion. It is a form of diversion and does not involve causal reasoning.