It's a difficult task to pick a stock that can be held for an entire century. It's hard enough picking a stock to hold for a few decades, but far more sobering to realize that few enterprises last anywhere near 100 years. On the other hand, there are a few companies on the Big Board today that had their beginnings over 100 years ago, making their shareholders billions upon billions in profits along the way.