Analyses using aggregated data may bias inference. In this work we show how to avoid or at least reduce this bias when estimating quantile regressions using aggregated information.  This is possible by considering the unconditional quantile regression recently introduced by Firpo et al (2009)...

In this note, we consider the problem of classifying the elements of a parameter ensemble from a Bayesian hierarchical model as above or below a given threshold, C. Two threshold classification losses (TCLs)–termed balanced TCL and p-weighted TCL, respectively–are formulated. The p-weighted...

It is well established that there exist substantial area-level socio-demographic variations in population health. However, area-level associations between deprivation and health cannot necessarily be interpreted as place effects on individual health. We demonstrate how recently developed...

This paper provides a general formulation of the regression discontinuity (RD) design and applies this method to analyse the effects of the 1995 UK pill scare. We show that in the five months following a health warning on the "third generation" pill, conception rates rose by more than 7%,...

We analyze the effect of school expenditure on children’s test scores at age 16 by means of an education production model. By using unique register data of English pupils, we exploit the availability of test scores across time, subjects and siblings to control for various sources of input...

This paper presents some preliminary findings from Wave 6 of the Innovation Panel (IP6) of Understanding Society: The UK Household Longitudinal Study. Understanding Society is a major panel survey in the UK. In March 2013, the sixth wave of the Innovation Panel went into the field. IP6 used a...

This paper presents some preliminary findings from Wave 5 of the Innovation Panel (IP5) of Understanding Society: The UK Household Longitudinal Study. Understanding Society is a major panel survey in the UK. In February 2012, the fifth wave of the Innovation Panel went into the field. IP5 used a...

While a large literature has focused on the impact of parental investments on child cognitive development, very little is known about the role of child’s own investments. Information on how children invest their time separately from parents is probably little informative for babies and...

Using administrative data on schools in England, we estimate an education production model of cognitive skills at the end of secondary school. We provide empirical evidence of self-productivity of skills and of complementarity between secondary school inputs and skills at the end of primary...

Using an experimental design, we investigate the reasons behind the gendered division of housework within couples. In particular, we assess whether the fact that women do more housework than men may be explained by differences in preferences deriving from differences in gender identity between...