Equality of opportunity is an important normative ideal that concerns politicians and the larger public alike. In spite of its wide acceptance, current estimation approaches in the literature suffer from severe data restrictions that lead to biased estimates of inequality of opportunity. These...

We propose a set of new methods to estimate inequality of opportunity based on conditional inference regression trees. In particular, we illustrate how these methods represent a substantial improvement over existing empirical approaches to measure in equality of opportunity. First, they minimize...

We propose a set of new methods to estimate inequality of opportunity based on conditional inference regression trees. In particular, we illustrate how these methods represent a substantial improvement over existing empirical approaches to measure in equality of opportunity. First, they minimize...

Equality of opportunity is an important normative ideal that concerns politicians and the larger public alike. In spite of its wide acceptance, current estimation approaches in the literature suffer from severe data restrictions that lead to biased estimates of inequality of opportunity. These...