eppverification 0.4.1 (April 14, 2024)

eppverification 0.4.0 (December 27, 2023)

Note: Most of the following changes serve as preparation for the next version with groundbreaking innovations!

change na.rm and mean argument in nearly all functions to na.action and aggregate. This allows a more flexible handling of missing values and score aggregation.
expand functionality of bh.test.
change test statistic in dm.test back to the one in version 0.2.0.
change argument name interval.range to nominal.coverage in the functions cpi, cpi.plot and cov.plot.
change argument name ri to reliability and ent to entropy in the functions vr.hist and mvr.hist.
changed name var.pit and m.pit to dispersion and bias, respectively.
add weight matrix symmetry check for vs.
remove function line.plot.

univariate and multivariate score calculation is speeded-up using C++ code by the R-packages Rfast, Rcpp, RcppArmadillo.
new function bh.test to perform a Benjamini-Hochberg-Correction for different p-values.
new function ss to calculate the skill score.
fast calculation of the sample covariance matrix for the determinate sharpness ds.
change test statistic in dm.test.
better handling of NA values in the verification functions.
changed stat to after_stat in ggplot2 based functions.
removed the functions map.plot and box.plot.

new function dm.test to perform a Diebold-Mariano-Test for two forecasts.
new function m.pit to calculate mean of PIT values.
new functions ent and ment to calculate the entropy of a (multivariate) forecast.
add m.pit to pit.hist.
add ent and ment to vr.hist and mvr.hist.