Parallel FHDI (P-FHDI)

The version 1.0 of the parallel fractional hot deck imputation (P-FHDI) program supported by NSF CSSI Grant (1931380).

- Inherits the strengths of the serial FHDI R package, thereby requiring no distributional assumptions of data.

- Suitable for curing big-n (large instances, up to millions) data sets with complex, irregular missing patterns.

- Examples include continuous and hybrid (categorical & continuous) incomplete data sets.


- Due to the excessive size, big-n data (millions instances), big-p data (up to millions of variables), and full c++ and MPI codes are available at

https://iastate.box.com/s/7t52p3tblbzff818ufcs41xoohoqfhij


Question or bug report: icho@iastate.edu