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The final results of our analytic steps (Stage V, Figure 1) represent the selection of up to 5 indicators per CAM feature.
This deprivation index calculates socioeconomic status in urban areas for each patient's area of residence according to 5 indicators available for each census tract (unit of area of residence) in 2001: unemployment (≥16 years old), low educational level overall (≥16 years old), low educational level in young adults (16 29 years old), workers with manual jobs, and temporary workers.
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The studied cantons track from 29 to 84 indicators.
It ranks countries according to 93 indicators grouped under four categories: safety and the rule of law, participation and human rights, sustainable economic opportunity and human development.
Each level in the Enhanced Fujita Scale is derived from three-second wind gusts estimated at the point of damage to 28 indicators (such as trees, buildings, and various types of infrastructure) and the degree of damage to each indicator.
Watershed ecosystem services were classified into four categories of provisioning, regulating, cultural and supporting services; then effects on watershed ecosystem services caused by hydropower development were identified to 21 indicators.
An initial list of 160 putative quality indicators in 14 domains was reduced to 30 indicators in 9 domains.
After a test of multicollinearity (Pearson's R) among the variables, the set was reduced to 45 indicators (Table 1).
"Certain changes that occur early in the disease process show up through biomarkers," says Biophysical's creator, Mark Chandler, Ph.D. "The earlier we catch, the sooner we can treat". By comparison, the blood work that accompanies an annual checkup usually includes 20 to 40 indicators.
As a general guide, Tabachnick and Fidell (2012) suggest that in order to perform factor analysis, a sample size should be at least 300, with low communalities, a small number of factors, and 3 to 4 indicators for each factor.
It is classified according to 174 indicators, 39 of which are standard indicators that are set to monitor the Millennium Development Goals.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com