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I need an instrument that is correlated with the migration decision but uncorrelated with the individual unobservable attributes.
Second, there may be a correlation between amenity levels and local unobservable attributes in the same region.
Malian migrants may indeed have some specific unobservable attributes, such as risk aversion, entrepreneurial mindset or, say, a preference for democracy, which may both affect their probability to leave Mali and their political attitudes.
The difference between these results and the ones obtained with the whole sample could be attributed to unobservable attributes that are correlated with the possession of a vaccination card, and to the reduction of degrees of freedom because only 70% of the children have these cards.
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There is a common unobservable attribute that drives academic, occupational and entrepreneurial choices, consistent with the model predictions of the effect of unobserved entrepreneurial skill.
Such traits are denoted as latent variables [18] to emphasize that the trait itself is an unobservable attribute (e.g., 'intelligence'depression'on'asthma'ma'), which plays a causal role in shaping observable behaviour, such as scores on an IQ test, or the presence of depressive or asthma symptoms.
Within this framework, each job is characterized by fixed hours of work, a sector-specific hourly wage, and other nonpecuniary and unobservable job attributes.
In everyday life, people make use of theory of mind by explicitly attributing unobservable mental content such as beliefs, desires, and intentions to others.
The concept of financial (in capability involves general economic knowledge and particular skills that may induce saving or investment in financial assets, but is determined also by general psychological attributes, although unobservable.
The instrument affects the household's propensity to send members abroad but is unlikely to be correlated with any unobservable household or women attributes that affect the occurrence of pregnancy and child health care (and knowledge of contraceptive methods).
The use of multiple adaptation strategies in response to climatic change by a farm household is often a decision made based on observable and unobservable household, farm and community-specific attributes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com