EcoService Models Library (ESML)
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Variables Details
: (EM-684)
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EM Identity and Description
EM-684 | |
Document Author
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Lyon, Sarina F., Nathaniel H. Merrill, Kate K. Mulvaney, and Marisa J. Mazzotta |
Document Year
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2018 |
Variable General Info
August regression coefficient | Beach closure between 2011-2015 regression coefficient | Day of the week regression coefficient | Holiday weekend regression coefficient | July regression coefficient | June regression coefficient |
Number of parking spaces ?Comment:By beach. Values determined by the class variable: Beach name. |
Number of parking spaces regression coefficient |
People per car ?Comment:The use of this conversion factor predicted beach attendance in terms of number of visitors, converted from cars to people by multiplying car counts by three (which the town of Barnstable uses when estimating visitation to their beaches. |
Precipitation regression coefficient | Rain regression coefficient | September regression coefficient | Temperature (air) regression coefficient | Weekend regression coefficient | Wind speed regression coefficient | |
Variable ID
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16246 | 16205 | 16238 | 16240 | 16245 | 16244 | 16227 | 16228 | 16249 | 16232 | 16234 | 16247 | 16230 | 16242 | 16236 |
Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | Not reported | |
Qualitative-Quantitative
variable.detail.continuousCategoricalHelp
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Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) | Quantitative (Cardinal Only) |
Cardinal-Ordinal
variable.detail.cardinalOrdinalHelp
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Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal | Cardinal |
unitless | unitless | unitless | unitless | unitless | unitless | No. | unitless | No. ind. | unitless | unitless | unitless | unitless | unitless | unitless |
Variable Typology
August regression coefficient | Beach closure between 2011-2015 regression coefficient | Day of the week regression coefficient | Holiday weekend regression coefficient | July regression coefficient | June regression coefficient |
Number of parking spaces ?Comment:By beach. Values determined by the class variable: Beach name. |
Number of parking spaces regression coefficient |
People per car ?Comment:The use of this conversion factor predicted beach attendance in terms of number of visitors, converted from cars to people by multiplying car counts by three (which the town of Barnstable uses when estimating visitation to their beaches. |
Precipitation regression coefficient | Rain regression coefficient | September regression coefficient | Temperature (air) regression coefficient | Weekend regression coefficient | Wind speed regression coefficient | |
Predictor-Intermediate-Response
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Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor |
Predictor Variable Type
variable.detail.displayPredictorVariableTypeHelp
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Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter | Constant or Parameter |
Response Variable Type
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Data Source/Type
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Derived/adjusted by calibration | Derived from meta-analysis (i.e., multi-study, multi-location) | Derived/adjusted by calibration | Derived/adjusted by calibration | Derived/adjusted by calibration | Derived/adjusted by calibration | Local field/Lab data (e.g., particular to the EM study) | Derived/adjusted by calibration | Local field/Lab data (e.g., particular to the EM study) | Derived/adjusted by calibration | Derived/adjusted by calibration | Derived/adjusted by calibration | Derived/adjusted by calibration | Derived/adjusted by calibration | Derived/adjusted by calibration |
Variable Classification Hierarchy
variable.detail.vchLevel1Help
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N. Not classified |
N. Not classified |
N. Not classified |
N. Not classified |
N. Not classified |
N. Not classified |
4. Human-Produced Stressor or Enhancer of Ecosystem Goods and Services Production |
N. Not classified |
3. Human Demographic Data |
N. Not classified |
N. Not classified |
N. Not classified |
N. Not classified |
N. Not classified |
N. Not classified |
--Other, multiple, unspecified or unclear |
--Population number, density and growth |
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Variable Spatial Characteristics
August regression coefficient | Beach closure between 2011-2015 regression coefficient | Day of the week regression coefficient | Holiday weekend regression coefficient | July regression coefficient | June regression coefficient |
Number of parking spaces ?Comment:By beach. Values determined by the class variable: Beach name. |
Number of parking spaces regression coefficient |
People per car ?Comment:The use of this conversion factor predicted beach attendance in terms of number of visitors, converted from cars to people by multiplying car counts by three (which the town of Barnstable uses when estimating visitation to their beaches. |
Precipitation regression coefficient | Rain regression coefficient | September regression coefficient | Temperature (air) regression coefficient | Weekend regression coefficient | Wind speed regression coefficient | |
Spatial Extent Area
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Spatially Distributed?
variable.detail.spDistributedHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Observations Spatially Patterned?
variable.detail.regularSpGrainHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Spatial Grain Type
variable.detail.spGrainTypeHelp
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Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables | Not recorded for Constant or Paarameter Variables |
Spatial Grain Size
variable.detail.spGrainSizeHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Spatial Density
variable.detail.spDensityHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
EnviroAtlas URL
variable.detail.enviroAtlasURLHelp
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Variable Temporal Characteristics
August regression coefficient | Beach closure between 2011-2015 regression coefficient | Day of the week regression coefficient | Holiday weekend regression coefficient | July regression coefficient | June regression coefficient |
Number of parking spaces ?Comment:By beach. Values determined by the class variable: Beach name. |
Number of parking spaces regression coefficient |
People per car ?Comment:The use of this conversion factor predicted beach attendance in terms of number of visitors, converted from cars to people by multiplying car counts by three (which the town of Barnstable uses when estimating visitation to their beaches. |
Precipitation regression coefficient | Rain regression coefficient | September regression coefficient | Temperature (air) regression coefficient | Weekend regression coefficient | Wind speed regression coefficient | |
Temporal Extent
variable.detail.tempExtentHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporally Distributed?
variable.detail.tempDistributedHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Regular Temporal Grain?
variable.detail.regularTempGrainHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporal Grain Size Value
variable.detail.tempGrainSizeValHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporal Grain Size Units
variable.detail.tempGrainSizeUnitHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Temporal Density
variable.detail.tempDensityHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Variable Values
August regression coefficient | Beach closure between 2011-2015 regression coefficient | Day of the week regression coefficient | Holiday weekend regression coefficient | July regression coefficient | June regression coefficient |
Number of parking spaces ?Comment:By beach. Values determined by the class variable: Beach name. |
Number of parking spaces regression coefficient |
People per car ?Comment:The use of this conversion factor predicted beach attendance in terms of number of visitors, converted from cars to people by multiplying car counts by three (which the town of Barnstable uses when estimating visitation to their beaches. |
Precipitation regression coefficient | Rain regression coefficient | September regression coefficient | Temperature (air) regression coefficient | Weekend regression coefficient | Wind speed regression coefficient | |
Not applicable ?Comment:Standard Error = 0.119 |
Not applicable | Not applicable |
Not applicable ?Comment:Standard Error = 0.085 |
Not applicable ?Comment:Standard Error = 0.119 |
Not applicable ?Comment:Standard Error = 0.121 |
No. |
Not applicable ?Comment:Standard Error = 0.001 |
Not applicable |
Not applicable ?Comment:Standard Error = 0.090 |
Not applicable ?Comment:Standard Error = 0.047 |
Not applicable ?Comment:Standard Error = 0.129 |
Not applicable ?Comment:Standard Error = 0.004 |
Not applicable ?Comment:Standard Error = 0.038 |
Not applicable ?Comment:Standard Error = 0.013 |
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Min Value
variable.detail.minEstHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 120 | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Max Value
variable.detail.estHelp
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Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | 450 | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable | Not applicable |
Other Value Type
variable.detail.natureOtherEstHelp
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Single Observation or Parameter Value | Single Observation or Parameter Value | Not applicable | Single Observation or Parameter Value | Single Observation or Parameter Value | Single Observation or Parameter Value | Not applicable | Single Observation or Parameter Value | Single Observation or Parameter Value | Single Observation or Parameter Value | Single Observation or Parameter Value | Single Observation or Parameter Value | Single Observation or Parameter Value | Single Observation or Parameter Value | Single Observation or Parameter Value |
Other Value
variable.detail.otherEstHelp
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0.685 | -0.772 | Not reported | 0.661 | 0.788 | 0.426 | Not reported | 0.005 | 3 | -0.332 | -0.452 | -0.057 | 0.053 | 0.347 | -0.057 |
Variable Variability and Sensitivity
August regression coefficient | Beach closure between 2011-2015 regression coefficient | Day of the week regression coefficient | Holiday weekend regression coefficient | July regression coefficient | June regression coefficient |
Number of parking spaces ?Comment:By beach. Values determined by the class variable: Beach name. |
Number of parking spaces regression coefficient |
People per car ?Comment:The use of this conversion factor predicted beach attendance in terms of number of visitors, converted from cars to people by multiplying car counts by three (which the town of Barnstable uses when estimating visitation to their beaches. |
Precipitation regression coefficient | Rain regression coefficient | September regression coefficient | Temperature (air) regression coefficient | Weekend regression coefficient | Wind speed regression coefficient | |
Variability Expression Given?
variable.detail.variabilityExpHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Variability Metric
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None | None | None | None | None | None | None | None | None | None | None | None | None | None | None |
Variability Value
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None | None | None | None | None | None | None | None | None | None | None | None | None | None | None |
Variability Units
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None | None | None | None | None | None | None | None | None | None | None | None | None | None | None |
Resampling Used?
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Variability Expression Used in Modeling?
variable.detail.variabilityUsedHelp
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Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables | Not recorded for Constant or Parameter Variables |
Variable Operational Validation (Response Variables only)
Variable ID
variable.detail.varIdHelp
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Validated?
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Validation Approach (within, between, etc.)
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Validation Quality (Qual/Quant)
variable.detail.validationQualityHelp
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Validation Method (Stat/Deviance)
variable.detail.validationMethodHelp
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Validation Metric
variable.detail.validationMetricHelp
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Validation Value
variable.detail.validationValHelp
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Validation Units
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Use of Measured Response Data
variable.detail.measuredResponseDataHelp
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