Sentence examples for correct the selection from inspiring English sources

We estimate the treatment effect using the two-step Heckman selection model which allows us to correct the selection bias arising from female labor participation.

Note 2: Two-step Heckman selection model is applied to correct the selection bias arising from labor participation equation (probability of being employed in all periods we observe each woman).

Note 2: Two-step Heckman selection model is applied to correct the selection bias arising from labor participation equation (probability of being employed in all periods we observe each individual).

In the present analysis, the SSM was estimated by estimating a probit-model for the probability of positive OOP payments as first step, using those results to estimate the inverse Mill's ratio (IMR) and then running an OLS-model on the positive amounts of OOP payments to correct the selection bias.

The feature selection method is implemented in each training subset in order to correct for the selection bias [ 20].

The CBCL scores collected at age 7 and 10 years were included only to correct for the selection.

In the statistical analyses, we included the CBCL ratings at the ages 7, 10, and 12 years in order to correct for the selection, as explained below.

The capabilities of the Heckman selection model, which range from specifying a selection function to obtaining an estimate for the bias term, make it an intuitive, appealing tool that can be used to correct for the selection bias problem.

In other words, sample selection bias was corrected by the selection equation, taking the impact of each observation on the non-random sample into account.

θ ijk is the treatment contrast corrected for the selection process underlying each randomized comparison between treatments j and k.

Based on the density map, we built an atomic model, which suggests that SmpB interacts with the five nucleotides immediately upstream of the resume codon, thereby determining the correct selection of the reading frame on the ORF of tmRNA.