Sentence examples for controlling for endogeneity from inspiring English sources

Arellano and Bover (1995) use a time series model of female labor force participation and conclude that the increase in women's education and the decrease in birth rates (after controlling for endogeneity by treating education and fertility endogenous) are the main factors underlying the increase in female labor supply during the period 1976 1991.

We find significant robustness of hours spent on sales and finance, but sensitivity of the effect of hours on patents and alliances after controlling for endogeneity.

Since controlling for endogeneity matters in empirical studies [26], we employ the Two Stage Residual–Inclusion (2SRI) method [33] in an attempt to correct for this endogeneity.

The coefficients estimated with the PSM models are larger in comparison to the non-random selection models, suggesting that not controlling for endogeneity led to a downward bias.

Our results remain stable after controlling for endogeneity, survivorship bias, reverse causality, anticipation effects, legal and institutional differences across countries and over time and are stable with respect to potential non-linear effects of age and size of entrepreneurial firms.

The system Generalized Method of Moments with robustness (controlling for endogeneity) and fixed effects models were used to identify the determinants of these reforms for the collective forest region of southern China.

Given that we do not have a controlled experimental setting, it is necessary to control for endogeneity and selection biases that may occur if customers with social media interactions differ from those without.

Investigating causal effects of early unemployment, it is crucial to control for endogeneity.

Thus it is crucial to properly control for endogeneity when assessing causal effects of early unemployment.

We control for time-invariant individual heterogeneity; rule out or control for endogeneity; examine effects for men and women separately; and analyze heterogeneous effects by task and intensity.

We build a simultaneous system of equations for overnight costs and construction time (lead-time) to control for endogeneity, using change in expected electricity demand as instrument.