IDLFM: Individual Dynamic Latent Factor Model

A personalized dynamic latent factor model (Zhang et al. (2024) <doi:10.1093/biomet/asae015>) for irregular multi-resolution time series data, to interpolate unsampled measurements from low-resolution time series.

Version: 0.0.2
Depends: R (≥ 4.4.0)
Imports: stats, methods, splines, SparseArray
Suggests: testthat (≥ 3.0.0)
Published: 2024-12-05
DOI: 10.32614/CRAN.package.IDLFM
Author: Siyang Liu [aut, cre], Jiuchen Zhang [aut], Annie Qu [aut]
Maintainer: Siyang Liu <liusiyang.lucia at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: IDLFM results

Documentation:

Reference manual: IDLFM.pdf

Downloads:

Package source: IDLFM_0.0.2.tar.gz
Windows binaries: r-devel: IDLFM_0.0.2.zip, r-release: IDLFM_0.0.2.zip, r-oldrel: not available
macOS binaries: r-release (arm64): IDLFM_0.0.2.tgz, r-oldrel (arm64): not available, r-release (x86_64): IDLFM_0.0.2.tgz, r-oldrel (x86_64): not available
Old sources: IDLFM archive

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