In one aspect, an embodiment comprises a computer system comprising: (a) a computer readable memory that stores price information for a plurality of bonds; and (b) a processor unit that calculates a liquidity cost score for one or more of said plurality of bonds; wherein said liquidity cost score calculation is based on data regarding quoted bid price and quoted ask price if a bond is a quoted bond, wherein said liquidity cost score calculation is based on a regression analysis if a bond is a non-quoted bond, and wherein said processor unit comprises one or more processors.