While, I was reading up on the Kalman filter, I came across the fact that, "conditional independence doesn't imply absolute independence or the vice-cersa".
i.e:
To see this, let's see a few examples (taken from the internet):
Example 1:
Flip 2 fair coins. Let A be the event that …