Yes, but all family members must be included in the application, even if they are non-accompanying. So, any spouse or common-law partner along with the dependant children must be included.
You must also show proof of funds to cover your entire family (even if they aren't coming with) - and all of your family members must pass the medical (even if they aren't coming with you).