%0 Report %A Ashenfelter, Orley %A Greenstone, Michael %T Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias %D 2004 %8 2004 Mar %I Institute of Labor Economics (IZA) %C Bonn %7 IZA Discussion Paper %N 1037 %U https://www.iza.org/publications/dp1037 %X In this paper we show that omitted variables and publication bias lead to severely biased estimates of the value of a statistical life. Although our empirical results are obtained in the context of a study of choices about road safety, we suspect that the same issues plague the estimation of monetary trade-offs regarding safety in other contexts. %K omitted variables bias %K publication bias %K value of a statistical life %K speed limits %K traffic safety