Decomposition Methods in Economics / Nicole Fortin, Thomas Lemieux, Sergio Firpo.

Format:

Book

Author/Creator:

Fortin, Nicole.

Contributor:

National Bureau of Economic Research.

Lemieux, Thomas.

Firpo, Sergio.

Series:

Working Paper Series (National Bureau of Economic Research) no. w16045.

NBER working paper series no. w16045

Language:

English

Physical Description:

1 online resource: illustrations (black and white);

Place of Publication:

Cambridge, Mass. National Bureau of Economic Research 2010.

Summary:

This chapter provides a comprehensive overview of decomposition methods that have been developed since the seminal work of Oaxaca and Blinder in the early 1970s. These methods are used to decompose the difference in a distributional statistic between two groups, or its change over time, into various explanatory factors. While the original work of Oaxaca and Blinder considered the case of the mean, our main focus is on other distributional statistics besides the mean such as quantiles, the Gini coefficient or the variance. We discuss the assumptions required for identifying the different elements of the decomposition, as well as various estimation methods proposed in the literature. We also illustrate how these methods work in practice by discussing existing applications and working through a set of empirical examples throughout the paper.

Notes:

Print version record

June 2010.