For some investors in the municipal-bond market, June added insult to injury. In an otherwise bleak month for many investments, tobacco bonds were star performers, rising an average of 10%. Some jumped more than 60%.

But many municipal-bond funds missed out on the gains. They had been forced to sell the bonds months earlier, often at a big loss, after a credit-rating downgrade made them noninvestment grade.