Is Advent a Biblical doctrine?

No, but it is a sweet way to have devotionals with your family. My son loves it. Traditions are nice. If you want to know more about biblical holidays go to Leviticus 23. The festival of lights or Feast of Dedication is in Maccabbees 1 and mentions it in the book of John. (John 10:22)