'Like' is indeed a preposition, while 'as' is a conjunction, so that formal English requires 'Hiram plays guitar like his father' or 'Hiram plays guitar as his father does'. The fact of the matter, however, is that 'like' is often used as a conjunction informally, especially in AmE, and is acceptable as such. Nevertheless, when writing your thesis, I suggest you preserve the differences.
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