Sentence examples for controls for endogeneity from inspiring English sources

The probit component of this modeling approach indicates the influence of social media interactions (and additional covariates) on customer retention for those customers who chose to interact via social media, whereas the sample selection component controls for endogeneity issues that originate in the self-selection of Facebook as a communication channel through a Heckman correction (Heckman 1979).

For each age group we estimate three models: a basic model, a model that controls for endogeneity of poverty status, and a model that controls for unobserved heterogeneity.

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.

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 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.

6We have conducted the Durbin and Wu-Hausman tests of endogeneity, and both tests suggest control for endogeneity of ethnic network.

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.