Set of common tools for model diagnostics.

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Documentation for package ‘commonDiagnostics’ version 2.0

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commonDiagnostics-package Prediction Model Score
ACC Compute Anomaly Correlation Coefficient
AnimVsLTime Animate Variable Values Over Forecast Time
Ano Compute Raw Anomalies
Ano_CrossValid Compute Raw Anomalies From Experimental And Observational Data
BlueRed Generate Colour Scale For Plotting
Clim Comput Per-pair Climatologies
ColorBar Draw Color Bar
commonDiagnostics Prediction Model Score
Consist_Trend Compute Trends
Corr Compute Correlations
Enlarge Extend Number Of Dimensions
Eno Compute Effective Number Of Independant Observations
Histo2Hindcast Chunk Long Simulations
IniListDims Create A List Of Integer Ranges
InsertDim Add A Dimension To A Matrix
LeapYear Check Whether A Year Is Leap Year
Load Load Experimental And Observational Data
Mean1Dim Compute Matrix Mean Along A Dimension
MeanListDim Average Matrix Along Various Dimensions
Plot2VarsVsLTime Plot Two Variables In A Common Plot
PlotACC Plot Time-Series Of Anomaly Correlation Coefficient
PlotAno Plot Raw Or Smoothed Anomalies
PlotClim Plot Climatologies
PlotEquiMap Map Two-Dimensional Variable On A Cylindrical Equidistant Projection
PlotMap Plot Two Dimensional Data Matrix On A Map
PlotSection Plot A Section
PlotVsLTime Plot Data Along Forecast Time
ProjMap Generate Pixel Plot Of Matrix Z
RatioRMS Compute Ratio Between Two RMSs.
RatioSDRMS Compute Ratio Between Standard Deviations
Regression Compute The Regression Of A Matrix On Another Along A Dimension
RMS Compute Root Mean Square
RMSSS Compute Root Mean Square Skill Score
Season Compute Seasonal Means
SelIndices Slice A Matrix Along A Dimension
Smoothing Smooth Time-Series
Spread Compute InterQuartile Range, Maximum-Minimum, Standard Deviation and Median Absolute Deviation
Trend Compute Trends