The Lognormal Distribution of Buying Frequency Rates

Abstract

The lognormal distribution is shown to account well for purchase frequency heterogeneity in the U.S. dentifrice market, including subgroups of households. Renewal process assumptions are used to define the market population. As the definition would exclude some very infrequent buyers, left-truncated lognormal distributions are fitted to the data.