The asymmetric nature of rule-of-thumb consumers
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This paper investigates the asymmetric nature of the excess sensitivity of consumption to income (the fraction of rule-of-thumb consumers) across different quantiles. All the previous studies have considered the issue using OLS or its variant such as IV or GMM, which means that the excess sensitivity is measured at the center of the conditional distribution of consumption growth. However, it is possible that it can be different at other parts of the distribution. Quantile regression can allow us to investigate the behavior of the excess sensitivity not only at the center, but also at lower/upper quantiles of the entire distribution. Using an instrumental variable quantile regression framework, we discovered that the excess sensitivity decreased and eventually became insignificant when moving towards higher quantiles.
Abstract
This paper investigates the asymmetric nature of the excess sensitivity of consumption to income (the fraction of rule-of-thumb consumers) across different quantiles. All the previous studies have considered the issue using OLS or its variant such as IV or GMM, which means that the excess sensitivity is measured at the center of the conditional distribution of consumption growth. However, it is possible that it can be different at other parts of the distribution. Quantile regression can allow us to investigate the behavior of the excess sensitivity not only at the center, but also at lower/upper quantiles of the entire distribution. Using an instrumental variable quantile regression framework, we discovered that the excess sensitivity decreased and eventually became insignificant when moving towards higher quantiles.
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