i'd be inclined to say no if you are starting from scratch. you might be fit, but your body / muscles won't be used to the impact and in my experience that takes a long time to get used to /adapt. i've been running on a regular basis for 11months now, and i wouldn't like to train for a marathon even with 11months of mileage behind me. i did a half marathon a few weeks back which was fine, but the longer runs tired me out/took it out of my legs. if you do a run/walk strategy, you should be okay. most books/running mags say you should be running for a year before doing a marathon to make sure you don't get injured, and suggest a 16 week training programme
i've bought some skins compression tights, best bit of kit i've bought – no more doms after running so might be a good investment if you want to to do the marathon.