agrestiCoull | Agresti-Coull estimation of uncertainty on CDF |
calibScores | Calibration, sharpness, consistency and adaptativity scores |
calibScoresProbRef | Probabilistic reference values for calibration scores |
cdfF | CDF of the Folded Normal distribution |
dmue | Title |
eceFun | ENCE and UCE |
elimna | Eliminate NA's |
erf | Erf function |
estBS1 | Estimate benchmarking statistics and their uncertainty by... |
fcor | Correlation |
fcov | Covariance |
fdif | Difference of statistics |
forder | Order of a series of statistics |
fOrderMSIP | Order of a series of MSIP statistics |
formatUnc | Truncate value and uncertainty to consistent number of... |
fsi | Title |
genColors | Color palette for parallel plots |
genColorsSample | Color palette for parallel plots |
genIntervals | Generate intervals for local statistics |
genpval | Generalized p-value (Liu & Sing 1997, Wilcox 2012) |
genTabStat | Generate results table from benchmarking statistics generated... |
gimc | Gini coefficient of mode-centered absolute errors |
gini | Gini coefficient of absolute errors |
hd | Estimate quantiles by Harrell & Davis 1982 |
hrmode | Mode of signed errors by half-range estimator |
hsmode | Mode of signed errors by half-sample estimator |
kurt | Kurtosis (Kurt) |
kurtcs | Robust Kurtosis (Crow & Siddiqui) |
lasym | Lorenz curve asymmetry of absolute errors |
mad_sd | Median Absolute Deviation (MAD-SD) |
mse | Mean Signed Error (MSE) |
mue | Mean Unsigned Error (MUE) |
muF | Mean of the Folded Normal distribution |
my5num | 5-numbers summary of sample |
myGetColors | Generate colors according to smooth rainbow scheme |
nllFun | Negative Log Likelihood and components |
P1 | Probability for the absolute errors to be below a threshold |
paraPlot | Title |
pietra | Pietra's coefficient of absolute errors |
pinv | Probability to have a sign different from the sign of d0 |
plotACF | Wrapper for the acf function |
plotAGV | Adversarial Group Calibration based on the Scal statistic |
plotAGVZMS | Adversarial Group Validation of calibration based on the... |
plotBA | Bland-Altman-type plot of error samples |
plotCalCurve | Older version of calibration curves. Kept for reproducibility... |
plotCalibration | Plot calibration curve |
plotCalibrationQ | Plot calibration curve from quantiles table |
plotCC | Plot confidence curve for (uE,E) set. Interface to... |
plotCCVal | Plot confidence curve for (uE,E) set. New version with... |
plotClusters | Plot dendrograms for hierarchical clusering of systems or... |
plotConfidence | Plot confidence curve for (uE,E) set |
plotCorMat | Plot of correlation matrix |
plotDeltaCDF | Plot of the CDF of the differences of a pair of absolute... |
plotDistHist | Scatter plot of an error set with marginal histogram |
plotEvsPU | Plot error E vs predicted value V or prediction uncertainty... |
plotGiniVsLAC | Plot Gini vs. LAC coefs |
plotLCP | Plot local coverage probabilities to assess calibration and... |
plotLorenz | Plot of a set of Lorenz curves |
plotLRCE | Plot local RCE to assess calibration and tightness |
plotLRR | Plot local range ratios |
plotlyDistHist | Scatter plot of an error set with marginal histogram (plotly... |
plotLZISD | Plot local inverse of z-score standard deviation 1/SD(Z) |
plotLZM | Plot local z-score mean to assess unbiasedness |
plotLZMS | Plot local Mean Squared z-score <Z^2> to assess calibration... |
plotLZV | Plot local z-score variance to assess calibration and... |
plotParallel | Parallel plot of datasets with outliers detection features |
plotPCA | Plot Principal Component Analysis results |
plotPdf | Plot of a set of PDFs |
plotPIT | Plot PIT histograms |
plotPpnorm | plotPpnorm |
plotRankMat | Plots of Ranking Probability matrix Pr |
plotRelDiag | Plot reliability diagram |
plotSIPMat | Plot of Systematic Improvement Probability matrix |
plotStratRCE | Plot local RCE to assess calibration and tightness for... |
plotStratZM | Plot local z-score mean to assess unbiasedness for stratified... |
plotStratZMS | Plot local <Z^2> for stratified conditioning variables |
plotStratZV | Plot local z-score variance to assess calibration and... |
plotUncEcdf | Plot of a set of ECDFs |
plotZscoreQqnorm | plotZscoreQqnorm |
predQ | Auxillary function for plotCalCurve Predicted quantiles of... |
prettyUnc | Print value and uncertainty in parenthesis format |
pval | Title |
q95 | 95th Quantile of absolute errors (Q95) |
q95F | Q95 statistics of the Folded Normal distribution |
q95hd | 95th Quantile of absolute errors using the HD algorithm... |
rankBS | N-out of-N Bootstrap of order statistics |
rankBS2 | M-out of-N Bootstrap of order statistics |
rce | Relative Calibration Error (RCE) |
rescaleFun | Title |
rmsd | Root-Mean Squared Deviation (RMSD) |
rmse | Root-Mean Squared Error (RMSE) |
rsdZCI | Estimate statistics of the inverse of SD of a sample |
Sconf | Auxilliary function for plotConfidence |
sdZCI | Estimate statistics of the SD of a sample |
setgPars | Set default graphical parameters |
skew | Skewness (Skew) |
skewgm | Robust Skewness (SkewGM) |
stratAgg | Aggregate a stratified sample to avoid strata with counts... |
tabRank | Results table for ranking probabilities |
tabScoresRef | Table of calibration scores with probabilistic references |
testCovIntProb | Tests the fraction of intervals in agreement with target... |
trendCorr | trendCorr |
varvar | Var(Var(Z)) by moments formula from Cho2008 |
varZCI | Estimate statistics of the variance of a sample |
vhd | Quantiles by Harrell & Davis 1982 for a vector of... |
W | Normality index of a sample by the Shapiro test |
Zanardi | Zanardi index (Clementi2019) |
zceFun | Z-scores based mean absolute calibration error |
ZMSCI | Estimate statistics of <Z^2> |
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