 Thomas McMillan is the head of the Center for Retailing Studies, didn't know there was one, at Texas A&M. He predicts other big box stores will follow Home Depot's lead, so expect to see lots of Halloween decorations popping up. A study by the National Retail Federation found Americans spend more than $12 billion on Halloween decorations.