Yes and no. It's relatively easy to avoid the blast, if you have the money to spend making it happen. Bunkers are an obvious choice. How long you stay down there depends a lot on what was dropped where. One bomb a mile away? You can leave in a day. Global nuclear apocalypse? It'll be a while.