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Alternative variable types and their different impacts on the model, and also interaction terms and collinearity were explored.
In this manner, we account for the fact that various alternative variable definitions are used for the proxy variables.
To address this industry-specific diversity, we create an alternative variable, namely, average number of occupations per industry.
Fourthly, emotional comfort is estimated through the frequency of communication between parents and children, and an alternative variable is "whether to live with children".
Perceptions of the acceptability of alternative "variable retention" timber harvests, that keep trees standing in harvested areas, were compared between regions beset by major forestry conflicts.
Future work should test this approach over multiple change cycles and assess sensitivity of results to temporal frequency of input image series, alternative variable selection algorithms and other remote sensors.
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Therefore, to test the robustness of the estimated models, we shall incorporate a number of alternative variables for measuring the different levels of services and control variables.
Hence, although PEEP is an attractive stratification tool due to its ubiquity, alternative variables might result in a better classification when combined to the SpO2/FiO2 ratio.
Volumetric variables of preload, such as global end-diastolic volume (GEDV) and left ventricular end-diastolic area (LVEDA), might be alternative variables of preload to guide fluid administration.
Based on results of comparisons with existing methods with the help of an example problem, the proposed accessibility measure demonstrates better and more reasonable results as not only the rail network and passenger flow but also the land use and travel alternative variables interacting with rail transit are accounted.
The number of data points limited our choice for alternative variables indicating strength of sexual selection.
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