Happiness or subjective well-beinghow the various cognitive life evaluations and emotional reports are often called, can be measured by a number of instruments.For practical applications, comparisons of the OLS estimator -treating the ordinal survey indicators as cardinal measures -with traditional estimators for ordinal data were helpful in simplifying many analyses (Ferrer-i-Carbonell and Frijters 2004)