Mix first 4 ingredients and bring to a boil over medium heat, stirring occasionally. A heavy pan does better as thinner pans sometimes cause it to burn. Cook to soft boil stage. Remove from heat; add vanilla and pecans. Stir until all are coated well and until coating crystallizes. Quickly pour onto waxed paper and separate with 2 forks.