There is frequently no logic or system with prepositions. They are a law unto themselves.
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Cup cake would like to know why we can say this:'Paul has misspelled her name by mistake.'BUT, we wouldn't say this:'Paul has misspelled her name by error.'Surely you must have noticed by now that English has many idiomatic peculiarities of preposition use!