Package: CircularRegression 0.5.0

CircularRegression: Circular Regression Models

Implements regression models for circular response data, including homogeneous angular regression, consensus angular regression, a two-step workflow, selected special-case model wrappers, and a random-intercept extension for clustered circular outcomes.

Authors:Aurelien Nicosia [aut, cre]

CircularRegression_0.5.0.tar.gz
CircularRegression_0.5.0.zip(r-4.7)CircularRegression_0.5.0.zip(r-4.6)CircularRegression_0.5.0.zip(r-4.5)
CircularRegression_0.5.0.tgz(r-4.6-any)CircularRegression_0.5.0.tgz(r-4.5-any)
CircularRegression_0.5.0.tar.gz(r-4.7-any)CircularRegression_0.5.0.tar.gz(r-4.6-any)
CircularRegression_0.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
CircularRegression/json (API)
NEWS

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

Bug tracker:https://github.com/aureliennicosiaulaval/circularregression/issues

Datasets:

On CRAN:

Conda:

5.19 score 13 scripts 15 exports 3 dependencies

Last updated from:864325dbba. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK143
source / vignettesOK183
linux-release-x86_64OK144
macos-release-arm64OK175
macos-oldrel-arm64OK84
windows-develOK104
windows-releaseOK91
windows-oldrelOK92
wasm-releaseOK94

Exports:angularangular_lrtestangular_reangular_two_stepautoregressivedatacircular_regressionconsensusdecentredPredictorModeljammalamadakaModelmeanDirectionModelpick_reference_angleplot_ranef.angular_represnellModelranef.angular_reselect_reference_angle

Dependencies:bootcircularmvtnorm

Angular Regression Workflow

Rendered fromangular-regression-workflow.Rmdusingknitr::rmarkdownon Jun 11 2026.

Last update: 2026-05-30
Started: 2026-05-30

Applied Example with Bison Movement Data

Rendered frombison-applied-example.Rmdusingknitr::rmarkdownon Jun 11 2026.

Last update: 2026-05-02
Started: 2026-05-02

Introduction to Circular Regression

Rendered fromintroduction-to-circular-regression.Rmdusingknitr::rmarkdownon Jun 11 2026.

Last update: 2026-05-02
Started: 2026-05-02

Model Workflow and Diagnostics

Rendered frommodel-workflow-and-diagnostics.Rmdusingknitr::rmarkdownon Jun 11 2026.

Last update: 2026-05-30
Started: 2026-05-30

Readme and manuals

Help Manual

Help pageTopics
Angular Regression Model with Homogeneous von Mises Errorsangular
Likelihood-ratio test (T2) between two homogeneous angular modelsangular_lrtest
Angular mixed-effects regression with von Mises random interceptsangular_re
Two-step angular regression workflow (consensus then homogeneous)angular_two_step
Create autoregressive datasetautoregressivedata
Bison movement databison
Fit Circular Regression Models with a Common Interfacecircular_regression
Consensus Angular Regression Modelconsensus
Decentered Predictor Model Wrapper (two-step workflow)decentredPredictorModel
Jammalamadaka-Sengupta Model Wrapper (two-step workflow)jammalamadakaModel
Mean Direction Model Wrapper (two-step workflow)meanDirectionModel
Two plains bison tracked by GPS (Prince Albert National Park, 2013)multiplebison
Noshiro earthquake direction datanoshiro
Backward-compatible wrapper for reference-angle selectionpick_reference_angle
Plot random-intercept directions for an angular_re fitplot_ranef.angular_re
Plot method for angular_re objectsplot.angular_re
Predict method for angular_re objectspredict.angular_re
Presnell Model Wrapper (two-step workflow)presnellModel
Methods for Angular Regression Objectscoef.angular fitted.angular plot.angular predict.angular print.angular print.summary.angular residuals.angular summary.angular vcov.angular
Methods for Angular Random-Effects Fitscoef.angular_re fitted.angular_re print.angular_re print.summary.angular_re residuals.angular_re summary.angular_re vcov.angular_re
Methods for two-step angular regression objectsAIC.angular_two_step BIC.angular_two_step coef.angular_two_step fitted.angular_two_step logLik.angular_two_step plot.angular_two_step predict.angular_two_step print.angular_two_step print.summary.angular_two_step residuals.angular_two_step summary.angular_two_step
Methods for Circular Regression ObjectsAIC.circular_regression BIC.circular_regression coef.circular_regression fitted.circular_regression logLik.circular_regression plot.circular_regression predict.circular_regression print.circular_regression print.summary.circular_regression residuals.circular_regression summary.circular_regression
Methods for Consensus ObjectsAIC.consensus BIC.consensus coef.consensus fitted.consensus logLik.consensus plot.consensus predict.consensus print.consensus print.summary.consensus residuals.consensus summary.consensus vcov.consensus
Print method for 'pick_reference_angle'print.pick_reference_angle
Extract estimated random intercepts from an angular mixed modelranef.angular_re
Sandhopper Escape Orientation DataSandhopper
Select Reference Angle for Homogeneous Angular Modelselect_reference_angle