Unfortunately no (this is a javascript issue, the Chrome API does not provide any help).
All you can do is send a keypress event (see this question , for example), but you cannot emulate the actual keypress. If the parent page listens for keystroke events, then it will catch it (this event will not contain all the information as a real button press event, so it may still not work), otherwise nothing will happen.
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