Her uncle, Sen. Edward Kennedy, suffered a seizure on Inauguration Day.
Spokesmen for Caroline Kennedy and for Paterson, who will make the appointment to fill the seat, wouldn't comment.
The decision capped several hours of mixed signals. Kennedy's effort began late last year with popular support that withered after she drew criticism and questions about her finances.