The purpose of this paper is to assess the determinants of female labour supply in science, technology, engineering and mathematics (STEM). To account for selection problems, a special type of grouping estimator and a control function approach are implemented. Using data from EU-SILC, the author...

This paper proposes new ℓ1-penalized quantile regression estimators for panel data, which explicitly allows for individual heterogeneity associated with covariates. We conduct Monte Carlo simulations to assess the small sample performance of the new estimators and provide comparisons of new...

There are large differences between the microeconometeric estimates of the Frisch labor supply elasticity (0-0.5) and the values used by macroeconomists to calibrate general equilibrium models (2-4). The microeconometric estimates of the Frisch are typically estimated by regressing changes in...

There is still considerable dispute about the magnitude of labor supply elasticities. While differences in estimates especially between micro and macro models are recently attributed to frictions and adjustment costs, we show that the variation in elasticities derived from structural labor...

We develop a method for distributional regression of joint multidimensional choice on nonlinear prices departing from a household model of labor supply that focuses on tax policy effects. Our distribution functions are derived under minimal theoretical assumptions and have a simple structure. We...

We examine the importance of possible non-random attrition to an econometric model of life cycle labor supply including joint nonlinear taxation of wage and interest incomes and latent heterogeneity. We use a Wald test comparing attriters to nonattriters and variable addition testing based on...

There is a long standing controversy over the magnitude of the Frisch labor supply elasticity. Macro economists using DSGE models often calibrate it to be large, while many micro data studies find it is small. Several papers attempt to reconcile the micro and macro results. We o ff er a new...

This paper aims to investigate the mechanism of adjustment in the labor market with respect to changes in GDP. For this purpose, the response of employment, i.e. demand for labor, to the changes in GDP is modeled as an error correction model (ECM). The results indicate that the adjustments in...

Dynamic discrete choice models usually require a general specification of unobserved heterogeneity. In this paper, we apply Bayesian procedures as a numerical tool for the estimation of a female labor supply model based on a sample size which is typical for common household panels. We provide...

The purpose of this paper is to assess the determinants of female labour supply in science, technology, engineering and mathematics (STEM). Using data from the European Statistics on Income and Living Conditions (EU-SILC), the author finds that women in STEM work more hours, but have a higher...