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.

Getting started

Package details

AuthorSiyang Liu [aut, cre], Jiuchen Zhang [aut], Annie Qu [aut]
MaintainerSiyang Liu <liusiyang.lucia@gmail.com>
LicenseMIT + file LICENSE
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("IDLFM")

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IDLFM documentation built on June 8, 2025, 1 p.m.