This paper proposes a functional coefficient quantile regression model with heterogeneous and time-varying regression coefficients and factor loadings. Estimation of the model coefficients is done in two stages. First, we estimate the unobserved common factors from a linear factor model with...

This paper proposes a functional coefficient quantile regression model with heterogeneous and time-varying regression coefficients and factor loadings. Estimation of the model coefficients is done in two stages. First, we estimate the unobserved common factors from a linear factor model with...

This article is about estimation and inference methods for high dimensional sparse (HDS) regression models in econometrics. High dimensional sparse models arise in situations where many regressors (or series terms) are available and the regression function is well-approximated by a parsimonious,...

The environmental Kuznets curve hypothesis is a theory by which the relationship between per capita GDP and per capita pollutant emissions has an inverted U shape. This implies that, past a certain point, economic growth may actually be profitable for environmental quality. Most studies on this...

The paper investigates how entrepreneurial activity depends on economic development, measured by GDP per capita. The empirical analysis is based on GEM yearly data on 65 countries for the period from 2001 to 2011. We use nonparametric approach to show that variation in entrepreneurial activity...