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The use of an aggregate marker such as the diabetes marker (Table 2), which is less sensitive to variability of spot measurements in individual variables, captures many more potential associations than either method using a single marker; but prudent follow-up should include consideration of the associations seen with each marker individually.
The set of dichotomous program variables captures the beneficiary status of families for different government programs.
Consistent with previous literature ([24]; Gunter [15],[17],[26]), we argue that inclusion of such variables captures the local labor market conditions, weather, growing crops and growing seasons which can significantly affect off-farm labor supply of operators and spouses.
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By contrast, our explanatory variables capture the large area variability of PM2.5, as demonstrated by our hyperparameter values ranging from ten to hundreds of km (Table 1).
The variables captured range, central tendency and variability of temperature and precipitation during the 6-month period (Table S1 in Appendix S1).
Our outcome variables capture both total uptake and timely vaccination.
These two variables capture the immediate impact of the economic reforms on the LMA.
The acculturation, educational attainment, and area poverty variables capture aspects of demand for the services.
In practice, prefectural dummy variables capture prefectural unobserved heterogeneity to consistently estimate the parameters.
These variables capture the economic conditions by destination and consequently the differing probabilities of remitting.
These variables capture the non-stationary effects inherent in the UIS system.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com