You can file petition for both parents. As immediate relatives of a US citizen [you], your parents' petitions should be approved in about 1 year. Unfortunately, your parents cannot bring their other children to the US. Instead, you can also file petition for each one of your siblings under the F4 category [Brothers /or sisters of US citizens] But note that due to the interminably long waiting period, petitions in the F4 category[ especially for Filipino brothers/sisters of US citizens will take almost 25 years to become current. Depending on their respective background information and other facts, your siblings may be able to come to the US within a shorter period. You should consult in detail with an experienced immigration lawyer for the various options that may be availing to your siblings.
Answered on Feb 26th, 2014 at 4:09 AM