Police say Paul Brown attacked Diana and Matthew Brown at their home in Coolbaugh Township.
Brown reportedly got angry after his son tried to break up a domestic dispute.
Pocono Mountain Regional Swat team members surrounded the home.
When they got inside, Brown was already gone.
A small white car was seen speeding away from the area after the attack.
Police are trying to determine if it was a witness to the assault or someone who picked up Paul Brown.
If you see him you should call police immediately.
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