TY - UNPD A1 - Busch, Christopher A1 - Ludwig, Alexander T1 - Higher-order income risk over the business cycle T2 - SAFE working paper series ; No. 274 N2 - We extend the canonical income process with persistent and transitory risk to shock distributions with left-skewness and excess kurtosis, to which we refer as higher- order risk. We estimate our extended income process by GMM for household data from the United States. We find countercyclical variance and procyclical skewness of persistent shocks. All shock distributions are highly leptokurtic. The existing tax and transfer system reduces dispersion and left-skewness of shocks. We then show that in a standard incomplete-markets life-cycle model, first, higher-order risk has sizable welfare implications, which depend crucially on risk attitudes of households; second, higher-order risk matters quantitatively for the welfare costs of cyclical idiosyncratic risk; third, higher-order risk has non-trivial implications for the degree of self-insurance against both transitory and persistent shocks. T3 - SAFE working paper - 274 KW - Labor Income Risk KW - Business Cycle KW - GMM Estimation KW - Skewness KW - Persistent and Transitory Income Shocks KW - Risk Attitudes KW - Life-Cycle Model Y1 - 2020 UR - http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/53377 UR - https://nbn-resolving.org/urn:nbn:de:hebis:30:3-533777 IS - March 24, 2020 PB - SAFE CY - Frankfurt am Main ER -