Package: NPCirc 3.1.1

Maria Alonso-Pena

NPCirc: Nonparametric Circular Methods

Nonparametric smoothing methods for density and regression estimation involving circular data, including the estimation of the mean regression function and other conditional characteristics.

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_3.1.1.tar.gz
NPCirc_3.1.1.tar.gz(r-4.5-noble)NPCirc_3.1.1.tar.gz(r-4.4-noble)
NPCirc_3.1.1.tgz(r-4.4-emscripten)NPCirc_3.1.1.tgz(r-4.3-emscripten)
NPCirc.pdf |NPCirc.html✨
NPCirc/json (API)

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

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

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

105 exports 1.00 score 43 dependencies 2 dependents 1 mentions 52 scripts 361 downloads

Last updated 2 years agofrom:3717249094. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 12 2024
R-4.5-linux-x86_64NOTESep 12 2024

Exports:amiseframisefr2amsephiancova.circ.circancova.circ.linancova.lin.circaux_cross_validationaux_CRSCaux_refinedbw.AAbw.bootbw.circ.local.likbw.CVbw.dpibw.joint.dpcircbw.modalreg.circ.circbw.modalreg.circ.linbw.modalreg.lin.circbw.pibw.reg.circ.circbw.reg.circ.linbw.reg.lin.circbw.rtbw.stecirc.local.likcircsizer.densitycircsizer.mapcircsizer.regressioncosmomentscross_validationCRSCd_fundcircmixdcirculardrddvonmisesDensCircRaddmixdvonmisesdpreg.circdvonmisesd0dvonmisesd1dvonmisesd2dvonmisesd3dvonmisesd4dvonmisesd5dvonmisesd6dvonmisesd8dwsnest_biasest_varianceestimation_gammagammabwint.SimpintmixddvonmisesintP1intP2kern.den.circkern.dpreg.circkern.reg.circ.circkern.reg.circ.linkern.reg.lin.circkernCLlines.regression.circularloc_loglikloglik_cvmatrixK_blockMISECCMISECLmle.mixvmmodalreg.circ.circmodalreg.circ.linmodalreg.lin.circmy_fun_DoublePoismy_fun_loglik_cv_nuNNNN.circnoeffect.circ.circnoeffect.circ.linnoeffect.lin.circOmega_aParam_DPplot.regression.circularpois_p1print.circsizerprint.regression.circularR_CV_grid_modereg_CircCircR_CV_grid_modereg_LinCircR_CV_modereg_CircCircR_CV_modereg_CircLin2R_CV_modereg_LinCircR_cv_re_modereg_CircCircR_cv_re_modereg_LinCircR_EM_vMN_selectR_EM_vMvM_selectR_modereg_CircCircR_modereg_CircLinR_modereg_LinCircR_myfun_DPoisGR_myfun_DPoisMR_re_CV_modereg_CircLin2rcircmixrefined_ruleRegCircCircRegCircLinRegLinCircrwsn

Dependencies:base64encBolstad2bootbslibcachemcircularcliclueclusterdigestevaluatefastmapfontawesomefsgluehighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlifecyclemagrittrmemoisemimemisc3dmovMFmvtnormplotrixR6rappdirsRcppRcppArmadillorglrlangrmarkdownsassshapeskmeansslamtinytexxfunyaml

Readme and manuals

Help Manual

Help pageTopics
Nonparametric circular methods.NPCirc-package NPCirc
Nonparametric analysis of covariance tests for circular regressionancova.circ.circ ancova.circ.lin ancova.lin.circ
Direct and solve-the-equation plug-in rulebw.AA
Bootstrap methodbw.boot
Smoothing parameter selection for circular local likelihood regressionbw.circ.local.lik
Cross-validation for density estimationbw.CV
Smoothing parameter selection for circular double Poisson regressionbw.joint.dpcirc
Smoothing parameter selection for circular multimdodal regressionbw.modalreg.circ.circ bw.modalreg.circ.lin bw.modalreg.lin.circ
Plug-in rulebw.pi
Cross-validation rule for circular regression estimationbw.reg.circ.circ bw.reg.circ.lin bw.reg.lin.circ
Rule of thumbbw.rt
Local likelihood estimation for regression with circular covariatecirc.local.lik
CircSiZer map for densitycircsizer.density print.circsizer
CircSiZer mapcircsizer.map
CircSiZer map for regressioncircsizer.regression
Cross-beds azimuths (I)cross.beds1
Cross-beds (II)cross.beds2
Cycle changescycle.changes
Mixtures of circular distributionsdcircmix rcircmix
Joint parametric estimation of mean and dispersion functions in circular double Poisson modelsdpreg.circ
Orientations of dragonfliesdragonfly
Wrapped skew-Normal density functiondwsn rwsn
Flywheel measurementsflywheels
Human motor resonance dataHumanMotorResonance
Kernel density derivative estimate for circular datakern.den.circ
Joint kernel estimation of mean and dispersion functions in circular double Poisson modelskern.dpreg.circ
Nonparametric regression estimation for circular datakern.reg.circ.circ kern.reg.circ.lin kern.reg.lin.circ print.regression.circular
Add a plot for circular regressionlines.regression.circular
Circular multimodal regression estimationmodalreg.circ.circ modalreg.circ.lin modalreg.lin.circ
No-effect test for regression with circular datanoeffect.circ.circ noeffect.circ.lin noeffect.lin.circ
Orientations of dragonfliesperiwinkles
Plot circular regressionplot.regression.circular
Pm10 particles in Pontevedra, Spainpm10
Behavioral plasticity of Talitrus saltator and Talorchestia britosandhoppers
Wind speed and wind direction dataspeed.wind speed.wind2
Neuronal spikes in a macaque monkeyspikes
Temperature and wind direction datatemp.wind
Wind direction datawind
Zebrafishzebrafish