Man pages for ppernot/ErrViewLib
Library for ErrView

agrestiCoullAgresti-Coull estimation of uncertainty on CDF
calibScoresCalibration, sharpness, consistency and adaptativity scores
calibScoresProbRefProbabilistic reference values for calibration scores
cdfFCDF of the Folded Normal distribution
dmueTitle
eceFunENCE and UCE
elimnaEliminate NA's
erfErf function
estBS1Estimate benchmarking statistics and their uncertainty by...
fcorCorrelation
fcovCovariance
fdifDifference of statistics
forderOrder of a series of statistics
fOrderMSIPOrder of a series of MSIP statistics
formatUncTruncate value and uncertainty to consistent number of...
fsiTitle
genColorsColor palette for parallel plots
genColorsSampleColor palette for parallel plots
genIntervalsGenerate intervals for local statistics
genpvalGeneralized p-value (Liu & Sing 1997, Wilcox 2012)
genTabStatGenerate results table from benchmarking statistics generated...
gimcGini coefficient of mode-centered absolute errors
giniGini coefficient of absolute errors
hdEstimate quantiles by Harrell & Davis 1982
hrmodeMode of signed errors by half-range estimator
hsmodeMode of signed errors by half-sample estimator
kurtKurtosis (Kurt)
kurtcsRobust Kurtosis (Crow & Siddiqui)
lasymLorenz curve asymmetry of absolute errors
mad_sdMedian Absolute Deviation (MAD-SD)
mseMean Signed Error (MSE)
mueMean Unsigned Error (MUE)
muFMean of the Folded Normal distribution
my5num5-numbers summary of sample
myGetColorsGenerate colors according to smooth rainbow scheme
nllFunNegative Log Likelihood and components
P1Probability for the absolute errors to be below a threshold
paraPlotTitle
pietraPietra's coefficient of absolute errors
pinvProbability to have a sign different from the sign of d0
plotACFWrapper for the acf function
plotAGVAdversarial Group Calibration based on the Scal statistic
plotAGVZMSAdversarial Group Validation of calibration based on the...
plotBABland-Altman-type plot of error samples
plotCalCurveOlder version of calibration curves. Kept for reproducibility...
plotCalibrationPlot calibration curve
plotCalibrationQPlot calibration curve from quantiles table
plotCCPlot confidence curve for (uE,E) set. Interface to...
plotCCValPlot confidence curve for (uE,E) set. New version with...
plotClustersPlot dendrograms for hierarchical clusering of systems or...
plotConfidencePlot confidence curve for (uE,E) set
plotCorMatPlot of correlation matrix
plotDeltaCDFPlot of the CDF of the differences of a pair of absolute...
plotDistHistScatter plot of an error set with marginal histogram
plotEvsPUPlot error E vs predicted value V or prediction uncertainty...
plotGiniVsLACPlot Gini vs. LAC coefs
plotLCPPlot local coverage probabilities to assess calibration and...
plotLorenzPlot of a set of Lorenz curves
plotLRCEPlot local RCE to assess calibration and tightness
plotLRRPlot local range ratios
plotlyDistHistScatter plot of an error set with marginal histogram (plotly...
plotLZISDPlot local inverse of z-score standard deviation 1/SD(Z)
plotLZMPlot local z-score mean to assess unbiasedness
plotLZMSPlot local Mean Squared z-score <Z^2> to assess calibration...
plotLZVPlot local z-score variance to assess calibration and...
plotParallelParallel plot of datasets with outliers detection features
plotPCAPlot Principal Component Analysis results
plotPdfPlot of a set of PDFs
plotPITPlot PIT histograms
plotPpnormplotPpnorm
plotRankMatPlots of Ranking Probability matrix Pr
plotRelDiagPlot reliability diagram
plotSIPMatPlot of Systematic Improvement Probability matrix
plotStratRCEPlot local RCE to assess calibration and tightness for...
plotStratZMPlot local z-score mean to assess unbiasedness for stratified...
plotStratZMSPlot local <Z^2> for stratified conditioning variables
plotStratZVPlot local z-score variance to assess calibration and...
plotUncEcdfPlot of a set of ECDFs
plotZscoreQqnormplotZscoreQqnorm
predQAuxillary function for plotCalCurve Predicted quantiles of...
prettyUncPrint value and uncertainty in parenthesis format
pvalTitle
q9595th Quantile of absolute errors (Q95)
q95FQ95 statistics of the Folded Normal distribution
q95hd95th Quantile of absolute errors using the HD algorithm...
rankBSN-out of-N Bootstrap of order statistics
rankBS2M-out of-N Bootstrap of order statistics
rceRelative Calibration Error (RCE)
rescaleFunTitle
rmsdRoot-Mean Squared Deviation (RMSD)
rmseRoot-Mean Squared Error (RMSE)
rsdZCIEstimate statistics of the inverse of SD of a sample
SconfAuxilliary function for plotConfidence
sdZCIEstimate statistics of the SD of a sample
setgParsSet default graphical parameters
skewSkewness (Skew)
skewgmRobust Skewness (SkewGM)
stratAggAggregate a stratified sample to avoid strata with counts...
tabRankResults table for ranking probabilities
tabScoresRefTable of calibration scores with probabilistic references
testCovIntProbTests the fraction of intervals in agreement with target...
trendCorrtrendCorr
varvarVar(Var(Z)) by moments formula from Cho2008
varZCIEstimate statistics of the variance of a sample
vhdQuantiles by Harrell & Davis 1982 for a vector of...
WNormality index of a sample by the Shapiro test
ZanardiZanardi index (Clementi2019)
zceFunZ-scores based mean absolute calibration error
ZMSCIEstimate statistics of <Z^2>
ppernot/ErrViewLib documentation built on June 1, 2024, 4:33 a.m.