This paper considers the statistical analysis of large panel data sets where even afterconditioning on common observed effects the cross section units might remain dependentlydistributed. This could arise when the cross section units are subject to unobserved commoneffects and/or if there are...

We use panel data from the US Health and Retirement Study 1992-2002 to estimate theeffect of self-assessed health limitations on active labor market participation of men aroundretirement age. Self-assessments of health and functioning typically introduce anendogeneity bias when studying the...

We present a structural framework for the evaluation of public policies intended to increasejob search intensity. Most of the literature defines search intensity as a scalar that influencesthe arrival rate of job offers; here we treat it as the number of job applications that workerssend out....

We use a new and exceptionally rich administrative data set for Germany to evaluate theemployment effects of a variety of public sponsored training programs in the early 2000s.Building on the work of Sianesi (2003, 2004), we employ propensity score matching methodsin a dynamic, multiple...

Based on a sequence of reforms in the Norwegian unemployment insurance (UI) system, weshow that activity-oriented UI regimes – i.e., regimes with a high likelihood of requiredparticipation in active labor market programs, duration limitations on unconditional UIentitlements, and high sanction...

Turning unemployment into self-employment has become a major focus of German activelabour market policy (ALMP) in recent years. If effective, this would not only reduceGermany’s persistently high unemployment rate, but also increase its notoriously low selfemploymentrate. Empirical evidence on...

In light of nonstationary search theory (van den Berg, 1990), this paper estimates the effectsof benefit entitlement periods and the size of unemployment benefits on unemploymentdurations and post-unemployment earnings in West Germany...

How do men and women differ in their persistence after experiencing failure in a competitive environment? We tackle this question by combining a large online experiment (N=2,086) with machine learning. We find that when losing is unequivocally due to merit, both men and women exhibit a...

Economic conditions such as convexity, homogeneity, homotheticity, and monotonicity are all important assumptions or consequences of assumptions of economic functionals to be estimated. Recent research has seen a renewed interest in imposing constraints in nonparametric regression. We survey the...

Although the theoretical trade-off between the quantity and quality of children is well-established, empirical evidence supporting such a causal relationship - particularly on child health - is limited. We use two measures of child health to asses the quantity-quality trade-off across the entire...