reliabilitydiag0.2.1 package

Reliability Diagrams Using Isotonic Regression

as.reliabilitydiag

Coerce to a reliability diagram

c.reliabilitydiag

Combining reliability diagram objects

miscalibration_test

Miscalibration Test

plot.reliabilitydiag

Plotting reliability diagram objects

print.reliabilitydiag

Printing reliability diagram objects

reexports

Objects exported from other packages

reliabilitydiag

Reliability diagram object

sub-.reliabilitydiag

Subsetting reliability diagram objects

summary.reliabilitydiag

Decomposing scores into miscalibration, discrimination and uncertainty

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Checking the reliability of predictions via the CORP approach, which generates provably statistically 'C'onsistent, 'O'ptimally binned, and 'R'eproducible reliability diagrams using the 'P'ool-adjacent-violators algorithm. See Dimitriadis, Gneiting, Jordan (2021) <doi:10.1073/pnas.2016191118>.