Cross-validation of quality-adjustment methods for price indexes

Price index programs may use several quality-adjustment methods, but they often lack guidance on when to use a given method. As part of an effort to improve quality adjustment for network switches in the Producer Price Index, we compare some standard quality-adjustment methods, using cross-validation. For our sample, seemingly reasonable hedonic specifications impute out-of-sample prices less accurately than other, traditional quality-adjustment methods.