Google Analytics is installed by the owner of the website; it makes a promise to them: it collects everything it can.
If Google Analytics actually ignored data from Chrome in Incognito mode, it raises some questions:
* How does it detect that, exactly?
* Is there an unfair competition aspect to it? What about other browsers, not from Google?