Package: mfaces 0.1-4

mfaces: Fast Covariance Estimation for Multivariate Sparse Functional Data

Multivariate functional principal component analysis via fast covariance estimation for multivariate sparse functional data or longitudinal data proposed by Li, Xiao, and Luo (2020) <doi:10.1002/sta4.245>.

Authors:Cai Li [aut,cre] and Luo Xiao [aut]

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mfaces.pdf |mfaces.html
mfaces/json (API)

# Install 'mfaces' in R:
install.packages('mfaces', repos = c('https://cli9.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cli9/mfaces/issues

On CRAN:

Conda:

2.70 score 1 stars 197 downloads 1 exports 6 dependencies

Last updated 3 years agofrom:b59fb10d49. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winNOTEMar 05 2025
R-4.5-macNOTEMar 05 2025
R-4.5-linuxNOTEMar 05 2025
R-4.4-winNOTEMar 05 2025
R-4.4-macNOTEMar 05 2025
R-4.4-linuxNOTEMar 05 2025
R-4.3-winNOTEMar 05 2025
R-4.3-macNOTEMar 05 2025

Exports:mface.sparse

Dependencies:facelatticeMatrixmatrixcalcmgcvnlme

Readme and manuals

Help Manual

Help pageTopics
mfacesmfaces-package mfaces
Fast covariance estimation for multivariate sparse functional datamface.sparse
Internal functions for mfaces packagebps check.data construct.knots face.sparse.inner igcv.criteria igcv.wrapper kr matrix.multiply predict.face.sparse.inner pspline.setting raw.construct
Subject-specific curve prediction from a mface.sparse fitpredict.mface.sparse