no, it isn't your fault unless the tree is dead. Basically, where ever the tree lands - is the new tree owner.

We had a tree fall on our house during Ivan last year and caused thousands in damage -- we (actually our insurance) paid for the damage.

But as a good neighbor, you should offer to help cover their deductible