As the U.S. stock market rises, so do sales of million-dollar homes. That correlation is not lost on the nation's Realtors.

"There is little volatility in the stock market. It is whoppingly higher, so people in the top 10 percent of wealth are really feeling confident now," said Lawrence Yun, chief economist for the National Association of Realtors.