This paper attempts to estimate inequality of opportunities in Punjab, Pakistan by using non-parametric approach. Household level data of Multiple Indicator Cluster Survey 2014 has been analyzed for this purpose. Household head's income has been taken as an outcome. Three parental...

The main goal of this paper is to document and analyze the long-term evolution of inequality of opportunity and thus extend the recent empirical literature, which is mainly concerned with its measurement at a specific point in time. Using repeated cross-section surveys for five European...

We analyze the effect of some circumstances, i.e. exogenously determined individual characteristics, over individual income and likewise over achieved years of education. Gathering information for Bolivia and applying the theoretical scheme of Equality of Opportunity, this paper identifies as...

The case of German reunification has been subject to extensive research on earnings inequality and labor market integration. however, little is known about the development of equality of opportunity (EOp) in East and West Germany after 1990.Using German micro data, we empirically analyze how...

We show that measures of inequality of opportunity (IOP) fully consistent with Roemer (1998)’s IOP theory can be straightforwardly estimated by adopting a machine learning approach, and apply our novel method to analyse the development of IOP in Germany during the last three decades. Hereby,...