Heat pads or ice packs? (Floydy)

For muscular injuries, sprains etc, what do you use to ease the pain? And is it best to use heat or cold remedies? For instance, with a lower back muscle pull would you apply Deep Heat or a pack of frozen peas. I'm never certain which is more effective? A..