Integration of model-based recursive partitioning with bias reduction estimation: a case study assessing the impact of Oliver’s four factors on the probability of winning a basketball game

AStA Advances in Statistical Analysis - In this contribution, we investigate the importance of Oliver’s Four Factors, proposed in the literature to identify a basketball team’s...     

Improving the causal treatment effect estimation with propensity scores by the bootstrap

AStA Advances in Statistical Analysis - When observational studies are used to establish the causal effects of treatments, the estimated effect is affected by treatment selection bias. The inverse...     

U.S. Citizen Children De Facto Deported to Mexico

Between 2000 and 2015, the U.S. deported unprecedented numbers of Mexican immigrants. During the same period, the population of U.S.-born children living in Mexico doubled in size. This study estimates the number of U.S.-born children who emigrated to Mexico from the United States in order to accompany a deported parent: de facto deported children. The data come from the Mexican National Survey of Demographic Dynamics (ENADID), a national probability sample of households in Mexico collected in 2014 and 2018. About one in six U.S.-born children living in Mexico in 2014/2018, amounting to an estimated 80,000–100,000 U.S.-born children, were there because the U.S. government deported one or both of their parents. De facto deported U.S.-born children are socioeconomically disadvantaged in Mexico compared to U.S.-born children whose parents migrate to Mexico for other reasons. Women are overrepresented among deported people who bring their U.S.-born children to Mexico, and when deported mothers bring their children, they are far less likely to do so with a partner than are deported fathers. U.S. policy should consider the interests of U.S. citizen children forced to live abroad when redesigning immigration and child welfare policies.