[Just another Joe]

For instance if you have a similar (as many things being equal as possible) group of 100, say bladder cancer patients, and you notice that 60 or 70 of these patient report either currently smoking or past smoking, you have a statistical link.

Not necessarily.
You have a POSSIBLE statistical link, not a sure thing.

[realpatriot71]

It's a purely statistical link, correct