RHESSysCalibrator  2.1.0
Public Member Functions | List of all members
rhessyscalibrator.postprocess_behavioral.BehavioralComparison Class Reference
Inheritance diagram for rhessyscalibrator.postprocess_behavioral.BehavioralComparison:
rhessyscalibrator.postprocess_behavioral.RHESSysCalibratorPostprocessBehavioral rhessyscalibrator.postprocess_behavioral.RHESSysCalibratorPostprocessBehavioral rhessyscalibrator.postprocess_behavioral.RHESSysCalibratorPostprocessBehavioral

Public Member Functions

def calculateKolmogorovSmirnov (self, data1, data2)
 Test whether the behavioral data are from the same distribution using Kolmogorov-Smirnov statistic More information: http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.ks_2samp.html http://en.wikipedia.org/wiki/Kolmogorov-Smirnov_test http://www.soest.hawaii.edu/wessel/courses/gg313/Critical_KS.pdf. More...
 
def saveUncertaintyBoundsComparisonPlot
 Save uncertainty bounds plot to outDir. More...
 
def main (self, args)
 
def calculateKolmogorovSmirnov (self, data1, data2)
 Test whether the behavioral data are from the same distribution using Kolmogorov-Smirnov statistic More information: http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.ks_2samp.html http://en.wikipedia.org/wiki/Kolmogorov-Smirnov_test http://www.soest.hawaii.edu/wessel/courses/gg313/Critical_KS.pdf. More...
 
def saveUncertaintyBoundsComparisonPlot
 Save uncertainty bounds plot to outDir. More...
 
def main (self, args)
 
def calculateKolmogorovSmirnov (self, data1, data2)
 Test whether the behavioral data are from the same distribution using Kolmogorov-Smirnov statistic More information: http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.ks_2samp.html http://en.wikipedia.org/wiki/Kolmogorov-Smirnov_test http://www.soest.hawaii.edu/wessel/courses/gg313/Critical_KS.pdf. More...
 
def saveUncertaintyBoundsComparisonPlot
 Save uncertainty bounds plot to outDir. More...
 
def main (self, args)
 
- Public Member Functions inherited from rhessyscalibrator.postprocess_behavioral.RHESSysCalibratorPostprocessBehavioral
def saveUncertaintyBoundsPlot
 Save uncertainty bounds plot to outDir. More...
 
def readBehavioralData
 
def readBehavioralDataMulti
 
def main (self, args)
 
def saveUncertaintyBoundsPlot
 Save uncertainty bounds plot to outDir. More...
 
def readBehavioralData
 
def readBehavioralDataMulti
 
def main (self, args)
 
def saveUncertaintyBoundsPlot
 Save uncertainty bounds plot to outDir. More...
 
def readBehavioralData
 
def readBehavioralDataMulti
 
def main (self, args)
 

Additional Inherited Members

- Public Attributes inherited from rhessyscalibrator.postprocess_behavioral.RHESSysCalibratorPostprocessBehavioral
 logger
 

Member Function Documentation

def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.calculateKolmogorovSmirnov (   self,
  data1,
  data2 
)

Test whether the behavioral data are from the same distribution using Kolmogorov-Smirnov statistic More information: http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.ks_2samp.html http://en.wikipedia.org/wiki/Kolmogorov-Smirnov_test http://www.soest.hawaii.edu/wessel/courses/gg313/Critical_KS.pdf.

Parameters
data1Array of sample data assumed to be drawn from a continuous distribution
data2Array of sample data assumed to be drawn from a continuous distribution
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.calculateKolmogorovSmirnov (   self,
  data1,
  data2 
)

Test whether the behavioral data are from the same distribution using Kolmogorov-Smirnov statistic More information: http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.ks_2samp.html http://en.wikipedia.org/wiki/Kolmogorov-Smirnov_test http://www.soest.hawaii.edu/wessel/courses/gg313/Critical_KS.pdf.

Parameters
data1Array of sample data assumed to be drawn from a continuous distribution
data2Array of sample data assumed to be drawn from a continuous distribution
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.calculateKolmogorovSmirnov (   self,
  data1,
  data2 
)

Test whether the behavioral data are from the same distribution using Kolmogorov-Smirnov statistic More information: http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.ks_2samp.html http://en.wikipedia.org/wiki/Kolmogorov-Smirnov_test http://www.soest.hawaii.edu/wessel/courses/gg313/Critical_KS.pdf.

Parameters
data1Array of sample data assumed to be drawn from a continuous distribution
data2Array of sample data assumed to be drawn from a continuous distribution
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.main (   self,
  args 
)
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.main (   self,
  args 
)
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.main (   self,
  args 
)
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.saveUncertaintyBoundsComparisonPlot (   self,
  outDir,
  filename,
  lowerBound,
  upperBound,
  format = 'PDF',
  log = False,
  xlabel = None,
  ylabel = None,
  title = None,
  plotObs = True,
  plotMedian = False,
  plotWeightedMean = False,
  plotColor = False,
  legend_items = None,
  sizeX = 1,
  sizeY = 1,
  dpi = 80,
  opacity = 0.5,
  ks_stat = False 
)

Save uncertainty bounds plot to outDir.

Parameters
lowerBoundFloat <100.0, >0.0, <upperBound
upperBoundFloat <100.0, >0.0, >lowerBound
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.saveUncertaintyBoundsComparisonPlot (   self,
  outDir,
  filename,
  lowerBound,
  upperBound,
  format = 'PDF',
  log = False,
  xlabel = None,
  ylabel = None,
  title = None,
  plotObs = True,
  plotMedian = False,
  plotWeightedMean = False,
  plotColor = False,
  legend_items = None,
  sizeX = 1,
  sizeY = 1,
  dpi = 80,
  opacity = 0.5,
  ks_stat = False 
)

Save uncertainty bounds plot to outDir.

Parameters
lowerBoundFloat <100.0, >0.0, <upperBound
upperBoundFloat <100.0, >0.0, >lowerBound
def rhessyscalibrator.postprocess_behavioral.BehavioralComparison.saveUncertaintyBoundsComparisonPlot (   self,
  outDir,
  filename,
  lowerBound,
  upperBound,
  format = 'PDF',
  log = False,
  xlabel = None,
  ylabel = None,
  title = None,
  plotObs = True,
  plotMedian = False,
  plotWeightedMean = False,
  plotColor = False,
  legend_items = None,
  sizeX = 1,
  sizeY = 1,
  dpi = 80,
  opacity = 0.5,
  ks_stat = False 
)

Save uncertainty bounds plot to outDir.

Parameters
lowerBoundFloat <100.0, >0.0, <upperBound
upperBoundFloat <100.0, >0.0, >lowerBound

The documentation for this class was generated from the following file: