I refuse to ride a bicycle on roads without front and rear lights no matter what time of day it is. They're essential. Its such a small step to take to increase your safety...why not?
First time I was hit by a car it was the middle of the day. Honestly I feel more visible at night than I do in the day....less traffic and my four lights make me stand out quite a bit.