How to Increase the Resolution of analogRead()! (from 10-bits up to 21-bits)

Hackscribble:
And just to clarify ... This technique is designed to improve the resolution, i.e. the ability to distinguish smaller changes in the signal under test? Not to improve the accuracy of the readings in absolute terms?

Correct.