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Applying the Copula Approach to Sample Selection Modelling

[journal article]

Genius, Margarita; Strazzera, Elisabetta

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Abstract The limited availability of tractable multivariate distributions undermines the validity of the standard parametric approach to sample selection modelling. Copula distributions can be very useful in situations where the applied researcher has a prior on the distributional form of the margins, since the modelling of the latter is separated from that of the dependence structure. The present paper first presents an application to female work data. Afterwards, the approach is analysed in an application to contingent valuation data on recreational values of forests. It is shown that the copula approach is especially beneficial in case of strong departures from the hypothesis of normality.
Document language English
Publication Year 2008
Page/Pages p. 1443-1455
Journal Applied Economics, 40 (2008) 11
Status Postprint; peer reviewed
Licence PEER Licence Agreement (applicable only to documents from PEER project)