There?s an old saying on Wall Street about insider buying: there are many possible reasons to sell a stock, but only one reason to buy. Back on August 18, Penn Virginia Corp.?s CFO, Steven A. Hartman, invested $9,000.00 into 1,000 shares of PVA, for a cost per share of $9.00.