I regard mobile and web analytics as unethical when they are used to correlate my activities between two different apps or websites, however I am cool with webmasters analyzing their own server logs, as well as for mobile developers to track my use of their app during beta testing but not during production.

Other than those I use technical measures to defeat them and work tirelessly to enable others to do so as well.