The decomposition of the French labor market into skill groups (rather than skill-region groups), which are moreover not too narrowly defined (e.g., the present study uses three education groups, instead of four in Borjas (2003) and Ottaviano and Peri (2012) or five in Borjas (2014)), should limit any sampling error in the measure of immigrant shares.
This project challenges students to develop their decomposition, abstraction, algorithmic, and pattern recognition skills to provide a solution to a problem in a way that can be understood by both the machine and people.
The results are compared using multiple verification metrics and skill scores: relative mean error, Brier skill score and its decompositions, mean continuous ranked probability skill score and its decomposition, and the ROC score.
The results of the decomposition show that the falling returns to skills, for both education and experience, were, on average, the main force behind the post-2000 decline in labor income inequality in Latin America.
The precise decomposition of returns into those associated with luck rather than skill, into expected returns and excess returns, into beta and alpha, is what financial-markets-based compensation demands.
The MMTA method leverages best practices in TA methods, including strategies for targeting the decomposition of complex tasks having underlying cognitive, psychomotor, and perceptual skill components, which must be performed in concert.
The decomposition results indicate that gender disparities in pre-school cognitive skills can explain a large part of the differences in academic performance.
Each graph may represent various levels of task decomposition hierarchy or behaviors corresponding to loosely coupled yet coordinated skills that must be exercised to perform the task.
Regression and decomposition results also highlight the importance of controlling for pre-school cognitive skills in examining the gender test score gap.
