Package: fdasrvf 2.3.3
fdasrvf: Elastic Functional Data Analysis
Performs alignment, PCA, and modeling of multidimensional and unidimensional functions using the square-root velocity framework (Srivastava et al., 2011 <doi:10.48550/arXiv.1103.3817> and Tucker et al., 2014 <doi:10.1016/j.csda.2012.12.001>). This framework allows for elastic analysis of functional data through phase and amplitude separation.
Authors:
fdasrvf_2.3.3.tar.gz
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fdasrvf.pdf |fdasrvf.html✨
fdasrvf/json (API)
NEWS
# Install 'fdasrvf' in R: |
install.packages('fdasrvf', repos = c('https://jdtuck.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jdtuck/fdasrvf_r/issues
- beta - MPEG7 Curve Dataset
- growth_vel - Berkeley Growth Velocity Dataset
- im - Example Image Data set
- simu_data - Simulated two Gaussian Dataset
- simu_warp - Aligned Simulated two Gaussian Dataset
- simu_warp_median - Aligned Simulated two Gaussian Dataset using Median
- toy_data - Distributed Gaussian Peak Dataset
- toy_warp - Aligned Distributed Gaussian Peak Dataset
Last updated 8 days agofrom:a90025b2b6. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 30 2024 |
R-4.5-win-x86_64 | OK | Oct 30 2024 |
R-4.5-linux-x86_64 | OK | Oct 30 2024 |
R-4.4-win-x86_64 | OK | Oct 30 2024 |
R-4.4-mac-x86_64 | OK | Oct 30 2024 |
R-4.4-mac-aarch64 | OK | Oct 30 2024 |
R-4.3-win-x86_64 | OK | Oct 30 2024 |
R-4.3-mac-x86_64 | OK | Oct 30 2024 |
R-4.3-mac-aarch64 | OK | Oct 30 2024 |
Exports:align_fPCAbootTBcalc_shape_distcurve_boxplotcurve_depthcurve_distcurve_geodesiccurve_karcher_covcurve_karcher_meancurve_pair_aligncurve_principal_directionscurve_srvf_aligncurve_to_qcurve2srvfdiscrete2curvediscrete2warpingelastic_amp_change_ffelastic_change_fpcaelastic_ph_change_ffelastic.depthelastic.distanceelastic.lpcr.regressionelastic.mlpcr.regressionelastic.pcr.regressionf_plotf_to_srvffunction_group_warp_bayesgam_to_hgam_to_vgauss_modelget_distance_matrixget_hilbert_sphere_distanceget_identity_warpingget_l2_distanceget_l2_inner_productget_shape_distanceget_warping_distancegradienth_to_gamhorizFPCAinv_exp_mapinvertGammajoint_gauss_modeljointFPCAjointFPCAhkmeans_alignmultiple_align_functionsmultivariate_karcher_meanoptimum.reparamoutlier.detectionpair_align_functionspair_align_functions_bayespair_align_functions_expomappair_align_imagepcaTBplot_curveq_to_curvereparam_curvereparam_imageresamplecurvergamsample_shapesshape_CIsmooth.dataSqrtMeanSqrtMeanInverseSqrtMediansrvf_to_fsrvf2curvetime_warpingto_hilbert_spherev_to_gamvertFPCAwarp_curvewarp_f_gammawarp_q_gammawarp_srvf
Dependencies:askpassbase64encbslibcachemclicodacodetoolscolorspacecpp11crosstalkcurldata.tabledigestdoParalleldotCall64dplyrevaluatefansifarverfastmapfieldsfontawesomeforeachfsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobanditeratorsjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelpSolvemagrittrmapsMASSMatrixmemoisemgcvmimemunsellmvtnormnlmeopensslpillarpkgconfigplotlypromisespurrrR6rappdirsRColorBrewerRcppRcppArmadillorlangrmarkdownsassscalesspamstringistringrsystibbletidyrtidyselecttinytextoleranceutf8vctrsviridisLitewithrxfunyaml