Tempur-Pedic International Inc. (NYSE: TPX) fell to a loss for the third quarter of 3 cents per share compared with earnings of 90 cents per share a year earlier and lowered its guidance for the full year. Shares of the mattress maker plummeted $6.21 to close at $25.66.