Core inflation can be computed using various approaches in order to capture underlying inflationary pressures. Central banks, at times, calculate core inflation outside of the official figure by statistical agencies to enable them to determine specific sources of inflationary pressures.
Exclusion-based methods This approach is the most common method of determining core inflation adopted by various countries and central banks, which involves computing a separate index by removing a pre-determined set of volatile items (typically food and energy items) from the overall headline inflation. These policy-setting bodies broadly cited ease of understanding by the public for utilizing this approach in reporting official core inflation compared to other approaches.
Weighted median The median inflation is derived from arranging the changes in price levels at specific item level specifications, then the cumulative weight influence is computed wherein the price change exactly located at the 50th percentile is reported as median core inflation. In the US, the median core inflation is usually higher than the trimmed core inflation figures (both PCE and CPI). The Cleveland Federal Reserve computes a
Median CPI and a 16% trimmed mean CPI. There also is a median PCE, but it is not widely used as a predictor of inflation.
Econometric-based models Some central banks utilize econometric-based approaches to core inflation which consider historical patterns of price behaviors and attempt to explain current price movements with the aid of statistical techniques, such as regression analysis. The Bank of Canada uses an approach based on the common component, called "CPI-common" in its set of core inflation figures. However, its less intuitive nature limits its use to economists and experts. This approach can also become prone to substantial revisions as unusual economic behaviors or disruptions (e.g. the
COVID-19 pandemic) might warrant changes in the assumptions used for this approach. The Bank of Canada likewise advised the public that "caution is necessary when interpreting real-time estimates of CPI-common in the current environment [i.e. pandemic]." ==See also==