This package is considered a duplicate. The official version of this package is found at:https://maria-alonsopena.r-universe.dev/NPCirc

Package: NPCirc 3.2.1

Maria Alonso-Pena

NPCirc: Nonparametric Circular Methods

Nonparametric smoothing methods for density and regression estimation and inference with circular data. The package provides kernel density estimation along with inferential tools such as circular SiZer for feature significance, mode estimation, and modal clustering. It includes multiple methods for selecting the smoothing parameter, allowing users to optimize the trade-off between bias and variance. Various plotting functions help visualize estimated densities, modes, clusters, and significance features. For regression, the package implements nonparametric estimation of the mean regression function as well as other conditional characteristics, including modal regression and generalized regression. Bandwidth selection is also supported in the regression context, and testing procedures are available to assess structural features or effects in circular regression models.

Authors:Maria Alonso-Pena [aut, cre], Maria Oliveira [aut], Jose Ameijeiras-Alonso [aut], Rosa M. Crujeiras [aut], Irene Gijbels [aut], Alberto Rodriguez-Casal [aut], Felicita Scapini [dtc]

NPCirc_3.2.1.tar.gz
NPCirc_3.2.1.tar.gz(r-4.7-arm64)NPCirc_3.2.1.tar.gz(r-4.7-x86_64)NPCirc_3.2.1.tar.gz(r-4.6-arm64)NPCirc_3.2.1.tar.gz(r-4.6-x86_64)
NPCirc_3.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NPCirc/json (API)

# Install 'NPCirc' in R:

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

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

Datasets:

cross.beds1 - Cross-beds azimuths
cross.beds2 - Cross-beds
cycle.changes - Cycle changes
dragonfly - Orientations of dragonflies
flywheels - Flywheel measurements
HumanMotorResonance - Human motor resonance data
inclusion.trails - Porphyroblast inclusion trails dataset
periwinkles - Orientations of dragonflies
pm10 - Pm10 particles in Pontevedra, Spain
sandhoppers - Behavioral plasticity of Talitrus saltator and Talorchestia brito
speed.wind - Wind speed and wind direction data
speed.wind2 - Wind speed and wind direction data
spikes - Neuronal spikes in a macaque monkey
temp.wind - Temperature and wind direction data
wind - Wind direction data
zebrafish - Zebrafish

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblas cpp openmp

2.53 score 1 packages 56 scripts 317 downloads 1 mentions 112 exports 42 dependencies

Last updated from:717eade90e. Checks:6 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	184
linux-devel-x86_64	OK	187
source / vignettes	OK	309
linux-release-arm64	OK	176
linux-release-x86_64	OK	168
wasm-release	OK	162

Exports:amisefr amisefr2 amsephi ancova.circ.circ ancova.circ.lin ancova.lin.circ aux_cross_validation aux_CRSC aux_refined bw.AA bw.boot bw.circ.local.lik bw.CV bw.dpi bw.joint.dpcirc bw.modalreg.circ.circ bw.modalreg.circ.lin bw.modalreg.lin.circ bw.pi bw.reg.circ.circ bw.reg.circ.lin bw.reg.lin.circ bw.rt bw.ste check_lwd check_pch circ.local.lik circ.meanshift circ.modes circsizer.density circsizer.map circsizer.regression cosmoments cross_validation CRSC d_fun dcircmix dcirculardr ddvonmises DensCircRad dmixdvonmises dpreg.circ dvonmisesd0 dvonmisesd1 dvonmisesd2 dvonmisesd3 dvonmisesd4 dvonmisesd5 dvonmisesd6 dvonmisesd8 dwsn est_bias est_variance estimation_gamma gammabw int.Simp intmixddvonmises intP1 intP2 kern.den.circ kern.dpreg.circ kern.reg.circ.circ kern.reg.circ.lin kern.reg.lin.circ kernCL lines.regression.circular loc_loglik loglik_cv matrixK_block MISECC MISECL mle.mixvm modal.clustering modalreg.circ.circ modalreg.circ.lin modalreg.lin.circ mode_estimation my_fun_DoublePois my_fun_loglik_cv_nu NN NN.circ noeffect.circ.circ noeffect.circ.lin noeffect.lin.circ Omega_a Param_DP plot.regression.circular pois_p1 print.circsizer print.regression.circular R_CV_grid_modereg_CircCirc R_CV_grid_modereg_LinCirc R_CV_modereg_CircCirc R_CV_modereg_CircLin2 R_CV_modereg_LinCirc R_cv_re_modereg_CircCirc R_cv_re_modereg_LinCirc R_EM_vMN_select R_EM_vMvM_select R_modereg_CircCirc R_modereg_CircLin R_modereg_LinCirc R_myfun_DPoisG R_myfun_DPoisM R_re_CV_modereg_CircLin2 rcircmix refined_rule RegCircCirc RegCircLin RegLinCirc rwsn segments.circular

Dependencies:base64enc Bolstad2 boot bslib cachem circular cli clue cluster digest evaluate fastmap fontawesome fs highr htmltools htmlwidgets jquerylib jsonlite knitr lifecycle magrittr memoise mime misc3d movMF mvtnorm plotrix R6 rappdirs Rcpp RcppArmadillo rgl rlang rmarkdown sass shape skmeans slam tinytex xfun yaml

Help page	Topics
Nonparametric circular methods.	NPCirc-package NPCirc
Nonparametric analysis of covariance tests for circular regression	ancova.circ.circ ancova.circ.lin ancova.lin.circ
Direct and solve-the-equation plug-in rule	bw.AA
Bootstrap method	bw.boot
Smoothing parameter selection for circular local likelihood regression	bw.circ.local.lik
Cross-validation for density estimation	bw.CV
Smoothing parameter selection for circular double Poisson regression	bw.joint.dpcirc
Smoothing parameter selection for circular multimdodal regression	bw.modalreg.circ.circ bw.modalreg.circ.lin bw.modalreg.lin.circ
Plug-in rule	bw.pi
Cross-validation rule for circular regression estimation	bw.reg.circ.circ bw.reg.circ.lin bw.reg.lin.circ
Rule of thumb	bw.rt
Local likelihood estimation for regression with circular covariate	circ.local.lik
Estimation of the modal set	circ.modes
CircSiZer map for density	circsizer.density print.circsizer
CircSiZer map	circsizer.map
CircSiZer map for regression	circsizer.regression
Cross-beds azimuths (I)	cross.beds1
Cross-beds (II)	cross.beds2
Cycle changes	cycle.changes
Mixtures of circular distributions	dcircmix rcircmix
Joint parametric estimation of mean and dispersion functions in circular double Poisson models	dpreg.circ
Orientations of dragonflies	dragonfly
Wrapped skew-Normal density function	dwsn rwsn
Flywheel measurements	flywheels
Human motor resonance data	HumanMotorResonance
Porphyroblast inclusion trails dataset	inclusion.trails
Kernel density derivative estimate for circular data	kern.den.circ
Joint kernel estimation of mean and dispersion functions in circular double Poisson models	kern.dpreg.circ
Nonparametric regression estimation for circular data	kern.reg.circ.circ kern.reg.circ.lin kern.reg.lin.circ print.regression.circular
Add a plot for circular regression	lines.regression.circular
Unsupervised clustering for circular or axial data	modal.clustering
Circular multimodal regression estimation	modalreg.circ.circ modalreg.circ.lin modalreg.lin.circ
No-effect test for regression with circular data	noeffect.circ.circ noeffect.circ.lin noeffect.lin.circ
Orientations of dragonflies	periwinkles
Plot circular regression	plot.regression.circular
Pm10 particles in Pontevedra, Spain	pm10
Behavioral plasticity of Talitrus saltator and Talorchestia brito	sandhoppers
Wind speed and wind direction data	speed.wind speed.wind2
Neuronal spikes in a macaque monkey	spikes
Temperature and wind direction data	temp.wind
Wind direction data	wind
Zebrafish	zebrafish

Package: NPCirc 3.2.1

NPCirc: Nonparametric Circular Methods

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)