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Using a very complete database of funding, scientific papers and citations compiled at the individual researchers' level, we estimate panel data regressions on the discipline-normalised citation rates of individual academics in Quebec.
To control for unobserved heterogeneity we estimate panel data models with individual fixed effects (see Table 6 for men and Table 7 for women).
6 Several studies have used German, British, Canadian or Australian data to estimate panel wage regressions (Bauer 2002; Frenette 2004), dynamic random effect models of overeducation exit (Mavromaras et al. 2013) or simply document overeducation status transitions (Dolton and Vignoles 2000).
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After deriving a robust measure of IRI through Bayesian computation and estimating panel data models, we find strong evidence that full-time labor reduces IRI whereas part-time labor fails to alleviate it.
The use of rich Swedish register data gives us the possibility of estimating panel models that control for unobserved heterogeneity.
In response, they launched Project Sunroof using Google Earth data and utility bill information to provide solar saving estimates, panel needs, impact measurements, and options for installation.
Table 5 Average treatment effect on the treated-kernel matching estimates Panel 4 Panel 5 Matching Method Treatment Result Male Female Male Female D-in-D with common support Kernel ATT 0.055*** 0.088*** 0.072*** 0. 071*** Std.
As the size of the panel unit root test usually becomes distorted because of the presence of cross sectional dependence, it is crucial to diagnose this issue before estimating panel data models.
We are aware of only four studies that attempt to provide more causal estimates of the mental health consequences of spousal job loss by estimating panel data models using longitudinal data drawn from larger population-representative samples.
Most coefficients in these two specifications are statistically insignificant, and where they are significant, the results are comparable to the baseline estimates (panels 4 and 5).18.
Distribution of N b (1st panel) and N e estimates (panels 2 4) for scenario B simulations. Figure S2.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com