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Random selection vectors are generated by sampling selection coefficient values for each of the measured variables from a uniform distribution between 0 and 1.
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As such we are confident that our conclusions are not driven by sample selection.
The complete approach is the best performing, followed by sample selection and feature ensemble approaches, and the baseline approach.
To implement the two-sample method, in the first step in Eq. (4), fathers' log earnings in 2003 are regressed on age, age-squared, industry, occupation, and education variables followed by sample selection rules described in the previous section.
It was long believed that single regime models could not well represent all traffic states ranging from free flow conditions to jam conditions until Qu et al. (2015) pointed out that the inaccuracy was not caused solely by their functional forms, but also by sample selection bias.
More importantly, in two out of three regressions by test grades, p values from a t test for statistical significance of the gender dummy included in the regression are greater than 0.05, alleviating concern that our results may be driven by sample selection.
These inconsistent findings are probably explained by sample selection.
This may be explained by sample selection and assessment methods.
The large variation may be explained by sample selection or by the methods applied for assessing SMC [ 1].
In simulations, we observed that this mode of ancestry inference is also affected by sample selection bias.
We observe a threshold effect where the accuracy of ancestry inference is affected by sample selection bias depending on the ratio of admixed individuals to unmixed individuals in the sample.
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