TY - BOOK AU - Kimball,Miles S. AU - Sahm,Claudia R. AU - Shapiro,Matthew D. ED - National Bureau of Economic Research. TI - Risk Preferences in the PSID: Individual Imputations and Family Covariation T2 - NBER working paper series PY - 2009/// CY - Cambridge, Mass. PB - National Bureau of Economic Research N1 - February 2009; Hardcopy version available to institutional subscribers N2 - Survey measures of preference parameters provide a means for accounting for otherwise unobserved heterogeneity.This paper presents measures of relative risk tolerance based on responses to survey questions about hypothetical gambles over lifetime income.It discusses how to impute estimates of utility function parameters from the survey responses using a statistical model that accounts for survey response error. There is substantial heterogeneity in true preference parameters even after survey response error is taken into account.The paper discusses how to use the preference parameters imputed from the survey responses in regression models as a control for differences in preferences across individuals. This paper focuses on imputations for respondents in the Panel Study of Income Dynamics (PSID).It also studies the covariation of risk preferences among members of households.It finds fairly strong covariation in attitudes about risk -- between parents and children and especially between siblings and between spouses UR - https://www.nber.org/papers/w14754 UR - http://dx.doi.org/10.3386/w14754 ER -