Package: qad 1.0.3

Thimo Kasper

qad: Quantification of Asymmetric Dependence

A copula-based measure for quantifying asymmetry in dependence and associations. Documentation and theory about 'qad' is provided by the paper by Junker, Griessenberger & Trutschnig (2021, <doi:10.1016/j.csda.2020.107058>), and the paper by Trutschnig (2011, <doi:10.1016/j.jmaa.2011.06.013>).

Authors:Thimo Kasper [aut, cre], Florian Griessenberger [aut], Robert R. Junker [aut], Valentin Petzel [aut], Wolfgang Trutschnig [aut]

qad_1.0.3.tar.gz
qad_1.0.3.zip(r-4.5)qad_1.0.3.zip(r-4.4)qad_1.0.3.zip(r-4.3)
qad_1.0.3.tgz(r-4.4-x86_64)qad_1.0.3.tgz(r-4.4-arm64)qad_1.0.3.tgz(r-4.3-x86_64)qad_1.0.3.tgz(r-4.3-arm64)
qad_1.0.3.tar.gz(r-4.5-noble)qad_1.0.3.tar.gz(r-4.4-noble)
qad_1.0.3.tgz(r-4.4-emscripten)qad_1.0.3.tgz(r-4.3-emscripten)
qad.pdf |qad.html✨
qad/json (API)
NEWS

# Install 'qad' in R:

install.packages('qad', repos = c('https://griefl.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/griefl/qad/issues

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

PlantDiversity - Plant diversity

On CRAN:

17 exports 0.94 score 78 dependencies 1 dependents 20 scripts 369 downloads

Last updated 2 years agofrom:9469e5ab02. Checks:OK: 4 NOTE: 5. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Aug 28 2024
R-4.5-win-x86_64	NOTE	Aug 28 2024
R-4.5-linux-x86_64	NOTE	Aug 28 2024
R-4.4-win-x86_64	NOTE	Aug 28 2024
R-4.4-mac-x86_64	NOTE	Aug 28 2024
R-4.4-mac-aarch64	NOTE	Aug 28 2024
R-4.3-win-x86_64	OK	Aug 28 2024
R-4.3-mac-x86_64	OK	Aug 28 2024
R-4.3-mac-aarch64	OK	Aug 28 2024

Exports:coef.qad D1 D1.ECBC ECBC ECBC.eval emp_c_copula emp_c_copula_eval heatmap.qad pairwise.qad plot_density plot.qad pqad predict.qad qad qqad summary.qad zeta1

Dependencies:ADGofTest base64enc bslib cachem cli colorspace colourpicker commonmark copula cowplot crayon data.table digest dplyr evaluate fansi farver fastmap fontawesome fs generics ggExtra ggplot2 glue gridExtra gsl gtable highr htmltools htmlwidgets httpuv isoband jquerylib jsonlite knitr labeling later lattice lifecycle magrittr MASS Matrix memoise mgcv mime miniUI munsell mvtnorm nlme numDeriv pcaPP pillar pkgconfig promises pspline R6 rappdirs RColorBrewer Rcpp rlang rmarkdown sass scales shiny shinyjs sourcetools stabledist tibble tidyselect tinytex utf8 vctrs viridis viridisLite withr xfun xtable yaml

Introduction to qad

Rendered fromqad-vignette.Rmdusingknitr::rmarkdownon Aug 28 2024.

Last update: 2022-06-23
Started: 2021-11-15

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Quantification of Asymmetric Dependencies	qad-package
Calculate the D1 distance between two dependence structures	D1 D1.ECBC zeta1
Calculate empirical checkerboard copula	ECBC ECBC.eval
The empirical checkerboard copula	emp_c_copula emp_c_copula_eval
Heatmap of dependence measures	heatmap.qad
Pairwise quantification of (asymmetric and directed) dependencies	pairwise.qad
Plant diversity	PlantDiversity
Plot density of empirical checkerboard copula	plot_density
Plot conditional probabilites	plot.qad
Predict conditional probabilities	predict.qad
Measure of (asymmetric and directed) dependence	qad qad.data.frame qad.numeric
Distribution of qad (H0: independence)	pqad qad_distribution qqad
Summarize a qad object	coef.qad summary.qad