R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
PDtoolkit
View on CRAN: Click
here
Download and install PDtoolkit package within the R console
Install from CRAN:
install.packages("PDtoolkit")
Install from Github:
library("remotes")
install_github("cran/PDtoolkit") Install by package version:
library("remotes")
install_version("PDtoolkit", "1.2.0") Attach the package and use:
library("PDtoolkit")
Maintained by
Andrija Djurovic
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-04
Latest Update: 2023-09-20
Description:
The goal of this package is to cover the most common steps in probability of default (PD) rating model development and validation.
The main procedures available are those that refer to univariate, bivariate, multivariate analysis, calibration and validation.
Along with accompanied 'monobin' and 'monobinShiny' packages, 'PDtoolkit' provides functions which are suitable for different
data transformation and modeling tasks such as:
imputations, monotonic binning of numeric risk factors, binning of categorical risk factors, weights of evidence (WoE) and
information value (IV) calculations, WoE coding (replacement of risk factors modalities with WoE values), risk factor clustering,
area under curve (AUC) calculation and others. Additionally, package provides set of validation functions for testing homogeneity,
heterogeneity, discriminatory and predictive power of the model.
How to cite:
Andrija Djurovic (2022). PDtoolkit: Collection of Tools for PD Rating Model Development and Validation. R package version 1.2.0, https://cran.r-project.org/web/packages/PDtoolkit. Accessed 29 Aug. 2026.
Previous versions and publish date:
Other packages that cited PDtoolkit R package
View PDtoolkit citation profile
Other R packages that PDtoolkit depends,
imports, suggests or enhances
Complete documentation for PDtoolkit
Functions, R codes and Examples using
the PDtoolkit R package
Some associated functions: auc.model . bivariate . boots.vld . cat.bin . cat.slice . confusion.matrix . constrained.logit . create.partitions . cutoff.palette . decision.tree . dp.testing . embedded.blocks . encode.woe . ensemble.blocks . evrs . fairness.vld . heterogeneity . hhi . homogeneity . imp.outliers . imp.sc . interaction.transformer . kfold.idx . kfold.vld . loans . normal.test . num.slice . nzv . power . pp.testing . predict.cdt . psi . replace.woe . rf.clustering . rf.interaction.transformer . rs.calibration . scaled.score . segment.vld . smote . staged.blocks . stepFWD . stepMIV . stepRPC . univariate . ush.bin . ush.test . woe.tbl .
Some associated R codes: 00_GLOBALS.R . 01_UNIVARIATE_ANALYSIS.R . 02_BIVARIATE_ANALYSIS.R . 03_CAT_RF_BINNING.R . 04_RF_CLUSTERING.R . 05_STEP_MIV.R . 06_MODEL_CV_BOOTS.R . 07_SEGMENT_VLD.R . 08_SCALED_SCORE.R . 09_CALIBRATION.R . 10_HETEROGENEITY.R . 11_HOMOGENEITY.R . 12_PREDICTIVE_POWER.R . 13_POWER_OF_PP_TESTS.R . 14_DISCRIMINATORY_POWER.R . 15_PSI.R . 16_PARTITIONS.R . 17_EVRS.R . 18_INTERACTION_TRANSFORMER.R . 19_STEP_FWD.R . 20_STEP_RPC.R . 21_STAGED_BLOCKS.R . 22_EMBEDDED_BLOCKS.R . 23_ENSEMBLE_BLOCKS.R . 24_NZV.R . 25_SMOTE.R . 26_CONSTRAINED_LOGIT.R . 27_RF_INTERACTION_TRANSFORMER.R . 28_HHI.R . 29_NORMAL_TEST.R . 30_CONFUSION_MATRIX.R . 31_U_SHAPE.R . 32_KFOLD_INDICES.R . 33_FAIRNESS_VLD.R . 34_DECISION_TREE.R . 55_HELPERS_.R . data.R . Full PDtoolkit package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
lordif
Analysis of Differential Item Functioning (DIF) for
dichotomous and polytomous items using an itera ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Seung W. Choi (view profile)
mob
Generate the monotonic binning and
perform the woe (weight of evidence) transformation for the logi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: WenSui Liu (view profile)
MMeM
Analyzing data under multivariate mixed effects model using multivariate REML and multivariate Hende ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Luyao Peng (view profile)
adehabitatHS
A collection of tools for the analysis of habitat selection. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Clement Calenge (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
28,332
R Packages
239,283
Dependencies
75,283
Author Associations
28,333
Publication Badges
