DGP4LCF

Dependent Gaussian Processes for Longitudinal Correlated Factors

CRAN Package

Functionalities for analyzing high-dimensional and longitudinal biomarker data to facilitate precision medicine, using a joint model of Bayesian sparse factor analysis and dependent Gaussian processes. This paper illustrates the method in detail: J Cai, RJB Goudie, C Starr, BDM Tom (2023).

  • Version1.0.0.1
  • R versionR (≥ 2.10)
  • LicenseMIT
  • Needs compilation?Yes
  • Last release03/08/2025

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  • Imports8 packages
  • Suggests3 packages
  • Linking To2 packages