OPCreg

Online Principal Component Regression for Online Datasets

CRAN Package

The online principal component regression method can process the online data set. 'OPCreg' implements the online principal component regression method, which is specifically designed to process online datasets efficiently. This method is particularly useful for handling large-scale, streaming data where traditional batch processing methods may be computationally infeasible.The philosophy of the package is described in 'Guo' (2025) doi:10.1016/j.physa.2024.130308.

  • Version2.0.0
  • R versionR (≥ 3.5.0)
  • LicenseGPL-3
  • Needs compilation?No
  • Last release05/30/2025

Team


Insights

Last 30 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports2 packages
  • Suggests1 package