Fresh, Frozen or Canned -- Which Is Better?

I just started doing my own shopping and my mother tells me to always buy fresh or frozen vegetables because they taste better and have more nutritional value than canned goods. I prefer to buy canned goods. Is there a major difference? Frozen, ...