Easy monetary policy by the Federal Reserve and other central banks is limiting supply of stocks, as well as fueling asset bubbles, analysts warned on Monday.

"We do not think investors fully grasp the degree to which the Fed's easy money policies are helping limit the supply of shares and boost the demand for shares," said David Santschi, the CEO of TrimTabs Investment Research, in a note on Monday. He explained that the liquidity-driven rally, which gathered pace in January, is encouraging companies to limit the supply of outstanding shares.