Steve H's example clearly explains it as well. In addition, I agree to J.R.'s comment. What probably causes some people to confuse 'scheduled on' with 'scheduled for' is that 'scheduled for the 27th of June' expresses the same thought as 'scheduled to take place on the 27th of June'. More @Wikipedia
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