I use the same method as Woody, but the blank needs to be square. I also put an indentation in the end with an awl to centre the drill bit onto 
I have an Axminster AH1303DP which has a chuck travel of 60mm. I use this for drilling pen blanks occasionally, but you have to keep stopping and moving the work up and continuing again. Hence I prefer to use the lathe