Attribute means something rather similar to "pay tribute". So, for example, an award winner who pays tribute to an inspiring professor is, in a sense, attributing her success to the professor. Though if you attribute your fear of dogs to an incident in your childhood, you're not exactly praising the nasty dog that bit you way back when. More @Wikipedia
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