Decomposition of non-linear models using simulated residuals

François-Charles Wolff (1, 2)

1 LEMNA - Laboratoire d'économie et de management de Nantes Atlantique
2 INED - Institut national d'études démographiques

This paper proposes to decompose non-linear models deduced from a latent regression framework using the latent dependent outcome as dependent variable and the Oaxaca-Blinder decomposition technique. Values of the unobserved latent outcome are obtained using simulated residuals.

Mots clés: Blinder-Oaxaca; non-linear models; simulated residuals

Domaines: Economies et finances; Gestion et management

François-Charles Wolff. Decomposition of non-linear models using simulated residuals. 2012. ⟨hal-00694421⟩