This function computes the relative entropy (H) as an index for qualitative variation of a factor.

This function computes the relative entropy (H) as an index for qualitative variation.

Calculates relevance and significance values for
simple models and for many types of regression models.
These are introduced in
'Stahel, Werner A.' (2021)
"New relevance and significance measures to replace p-values."
<https://stat.ethz.ch/~stahel/relevance/stahel-relevance2103.pdf>.

A method for fitting the entire regularization path of the
reluctant generalized additive model (RGAM) for linear regression, logistic,
Poisson and Cox regression models. See Tay, J. K., and Tibshirani, R., (2019)
<arXiv:1912.01808> for details.

Package for some probability distributions.
Vijay Kumar <vkgkp@rediffmail.com> and Uwe Ligges
<ligges@statistik.tu-dortmund.de>
A collection of utilities for some reliability
models/probability distributions.

Reliability Diagrams Using Isotonic Regression
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 (2020) <arXiv:2008.03033>.
c(
person(given = "Timo",
family = "Dimitriadis",
role = "aut"),
person(given = c("Alexander", "I."),
family = "Jordan",
role = c("aut", "cre"),
email = "alexander.jordan@h-its.org"))
magrittr, tidyr, ggplot2, ggExtra, dplyr, purrr, rlang,
tibble, vctrs, bde
Timo Dimitriadis [aut],
Alexander I. Jordan [aut, cre]

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>.

Relative Contribution of Effects in a Regression Model
Functions to facilitate inference on the relative importance of predictors in a linear or generalized linear model