Percentiles of an Inflation Index by Quantile Regression
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This paper gives a methodology for estimating an inflation index using the quantile regression of Bassett and Koenker. The regression, which is orthogonal in the logarithmic price changes, is computed by linear programming for each percentile of inflation. The procedure is applied to monthly data on 25 raw materials.