Package: dda 0.2.0

Wolfgang Wiedermann

dda: Direction Dependence Analysis

A collection of tests to analyze the causal direction of dependence in linear models (Wiedermann, W., & von Eye, A., 2025, ISBN: 9781009381390). The package includes functions to perform Direction Dependence Analysis for variable distributions, residual distributions, and independence properties of predictors and residuals in competing causal models. In addition, the package contains functions to test the causal direction of dependence in conditional models (i.e., models with interaction terms). For more information see <https://www.ddaproject.com>.

Authors:Wolfgang Wiedermann [aut, cre], Megan Hirni [aut]

dda_0.2.0.tar.gz
dda_0.2.0.zip(r-4.7-any)dda_0.2.0.zip(r-4.6-any)dda_0.2.0.zip(r-4.5-any)
dda_0.2.0.tgz(r-4.6-any)dda_0.2.0.tgz(r-4.5-any)
dda_0.2.0.tar.gz(r-4.7-any)dda_0.2.0.tar.gz(r-4.6-any)
dda_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dda/json (API)

# Install 'dda' in R:
install.packages('dda', repos = c('https://hirnia.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/wwiedermann/dda/issues

On CRAN:

Conda:

3.70 score 8 scripts 318 downloads 8 exports 59 dependencies

Last updated from:550b392199. Checks:7 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develERROR251
source / vignettesOK201
linux-releaseERROR203
macos-releaseERROR177
macos-oldrelERROR230
windows-develERROR202
windows-releaseERROR121
windows-oldrelERROR125
wasm-releaseOK174

Exports:cdda.indepcdda.vardistdda.baggingdda.indepdda.resdistdda.vardistprint_ols_summarysummary_ols

Dependencies:backportsbootbroombroom.mixedclicodacodetoolscpp11dccppdHSICdigestdplyrenergyfarverforcatsfurrrfuturegenericsggplot2globalsgluegslgtableinteractionsisobandjtoolslabelinglatticelifecyclelistenvlmtestmagrittrmblmmomentsnlmepanderparallellypillarpkgconfigpurrrR6RColorBrewerRcppRcppArmadillorlangRobustLinearRegS7sandwichscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithrzoo

Readme and manuals

Help Manual

Help pageTopics
Conditional Direction Dependence Analysis: Independence Propertiescdda.indep plot.cdda.indep print.cdda.indep summary.cdda.indep
Conditional Directional Dependence Analysis: Variable Distributionscdda.vardist plot.cdda.vardist print.cdda.vardist summary.cdda.vardist
Bootstrap Aggregated Direction Dependence Analysis (DDA)dda.bagging
Model Selection Decisions for a Fitted DDA Objectdda.decisions
Direction Dependence Analysis: Independence Propertiesdda.indep print.dda.indep
Direction Dependence Analysis: Residual Distributionsdda.resdist print.dda.resdist
Direction Dependence Analysis: Variable Distributionsdda.vardist print.dda.vardist
Print Methods for Bootstrap Aggregated DDA Objectsprint.dda_bagging_indep print.dda_bagging_resdist print.dda_bagging_vardist print_ols_summary
Print Summary for OLS Models of Bootstrap Aggregated DDA Objectssummary_ols
Summary Methods for Bootstrap Aggregated DDA Objectssummary.dda_bagging_indep summary.dda_bagging_resdist summary.dda_bagging_vardist