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This situation is often handled by replacing the unobserved wages with predictions based on observable wages (controlling for sample selection).9 Replacing missing wages with predicted wages has the effect of introducing two distinct distributions of wages depending on whether individuals are observed to be working or not.
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This is another extrapolation, another narrative of rise and fall, albeit one based on observable behaviour, the career outlines of others who have burned brilliantly in the same profession.
In effect, it will become your new gut instinct, but one based on observable facts and measurable data.
Markets work best when benchmark rates are based on observable transactions.
The stages are based on observable and measurable external characteristics like genital size and amount and length of pubic hair.
3 Bertoli et al. (2016) discuss issues with selecting immigrants based on observable characteristics.
The best astrophysicists can currently do is use theoretical models based on observable properties like color and brightness.
A method for inverse engineering decision-makers' preferences based on observable behaviour is designed.
Nevertheless, PSM works only if selection is solely based on observable characteristics and potential outcomes are independent of treatment assignment.
"It should be based on observable accomplishments and performance that has taken place,'" Farrell said, rather than simply tenure.
CFTC Chairman Gary Gensler has been calling for a revised benchmark that would be based on observable transactions, to limit the opportunity for manipulation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com