Its all a risk. If you're nervous or don't know what you're doing you'll probably get nailed no matter how you try to cross. Personally, I prefer to drive b/c at 6'2" 247 and pretty lean, I tend to stick out more walking than I do in my SUV.
Do a search on this topic, tons of info and ideas.