EcoService Models Library (ESML)
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Variables Details
: (EM-653)
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EM Identity and Description
EM-653 | |
Document Author
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Cordell H. K., V. Heboyan, F. Santos, J. C. Bergstrom |
Document Year
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2011 |
Variable General Info
Natural log of average annual per capita income ?Comment:This measure of income is calculated as the personal income of the residents of a given area divided by the resident population of the area. In computing per capita personal income, BEA uses the Census Bureau’s annual midyear population estimates. Per capita income in Regional Economic Information System (REIS) Data developed by the Bureau of Economic Analysis (BEA). |
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Variable ID
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15301 |
Lnpcy | |
Qualitative-Quantitative
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Quantitative (Cardinal Only) |
Cardinal-Ordinal
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Cardinal |
Not reported |
Variable Typology
Natural log of average annual per capita income ?Comment:This measure of income is calculated as the personal income of the residents of a given area divided by the resident population of the area. In computing per capita personal income, BEA uses the Census Bureau’s annual midyear population estimates. Per capita income in Regional Economic Information System (REIS) Data developed by the Bureau of Economic Analysis (BEA). |
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Predictor-Intermediate-Response
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Intermediate (Computed) Variable |
Predictor Variable Type
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Not applicable |
Response Variable Type
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Not applicable |
Data Source/Type
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Not applicable |
Variable Classification Hierarchy
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3. Human Demographic Data |
--Economic |
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Variable Spatial Characteristics
Natural log of average annual per capita income ?Comment:This measure of income is calculated as the personal income of the residents of a given area divided by the resident population of the area. In computing per capita personal income, BEA uses the Census Bureau’s annual midyear population estimates. Per capita income in Regional Economic Information System (REIS) Data developed by the Bureau of Economic Analysis (BEA). |
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Spatial Extent Area
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>1,000,000 km^2 |
Spatially Distributed?
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Yes |
Observations Spatially Patterned?
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Yes |
Spatial Grain Type
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map scale, for cartographic feature |
Spatial Grain Size
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varies |
Spatial Density
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Not applicable |
EnviroAtlas URL
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Employment Rate |
Variable Temporal Characteristics
Natural log of average annual per capita income ?Comment:This measure of income is calculated as the personal income of the residents of a given area divided by the resident population of the area. In computing per capita personal income, BEA uses the Census Bureau’s annual midyear population estimates. Per capita income in Regional Economic Information System (REIS) Data developed by the Bureau of Economic Analysis (BEA). |
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Temporal Extent
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1990-2007 |
Temporally Distributed?
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Yes |
Regular Temporal Grain?
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Yes |
Temporal Grain Size Value
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1 |
Temporal Grain Size Units
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Year |
Temporal Density
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Not applicable |
Variable Values
Natural log of average annual per capita income ?Comment:This measure of income is calculated as the personal income of the residents of a given area divided by the resident population of the area. In computing per capita personal income, BEA uses the Census Bureau’s annual midyear population estimates. Per capita income in Regional Economic Information System (REIS) Data developed by the Bureau of Economic Analysis (BEA). |
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Not reported | |
Min Value
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8.33 |
Max Value
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11.44 |
Other Value Type
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Mean |
Other Value
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9.90 |
Variable Variability and Sensitivity
Natural log of average annual per capita income ?Comment:This measure of income is calculated as the personal income of the residents of a given area divided by the resident population of the area. In computing per capita personal income, BEA uses the Census Bureau’s annual midyear population estimates. Per capita income in Regional Economic Information System (REIS) Data developed by the Bureau of Economic Analysis (BEA). |
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Variability Expression Given?
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Yes | |
Variability Metric
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Variability Value
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Variability Units
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Resampling Used?
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Not applicable | |
Variability Expression Used in Modeling?
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No |
Variable Operational Validation (Response Variables only)
Variable ID
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Validated?
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Validation Approach (within, between, etc.)
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Validation Quality (Qual/Quant)
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Validation Method (Stat/Deviance)
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Validation Metric
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Validation Value
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Validation Units
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Use of Measured Response Data
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