The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
The Iterative Proportional Fitting (IPF) algorithm operates on count data. This package offers implementations for several algorithms that extend this to nested structures: 'parent' and 'child' items for both of which constraints can be provided. The fitting algorithms include Iterative Proportional Updating <https://trid.trb.org/view/881554>, Hierarchical IPF <doi:10.3929/ethz-a-006620748>, Entropy Optimization <https://trid.trb.org/view/881144>, and Generalized Raking <doi:10.2307/2290793>. Additionally, a number of replication methods is also provided such as 'Truncate, replicate, sample' <doi:10.1016/j.compenvurbsys.2013.03.004>.
| Version: | 0.5.3 |
| Depends: | methods |
| Imports: | BB, dplyr, hms, kimisc, Matrix, plyr, tibble, forcats, rlang, utils, wrswoR, lifecycle |
| Suggests: | covr, testthat (≥ 3.0.0), MASS, sampling, XML, waldo |
| Published: | 2021-10-08 |
| DOI: | 10.32614/CRAN.package.mlfit |
| Author: | Kirill Müller [aut, cph] (Creator of the package), Kay W. Axhausen [ths] (Advisor of Kirill Müller), Amarin Siripanich [aut, cre] (Contributed `ml_replicate()`), Taha H. Rashidi [ths] (Advisor of Amarin Siripanich) |
| Maintainer: | Amarin Siripanich <amarin.siri at gmail.com> |
| BugReports: | https://github.com/mlfit/mlfit/issues |
| License: | GPL (≥ 3) |
| URL: | https://mlfit.github.io/mlfit/, https://github.com/mlfit/mlfit |
| NeedsCompilation: | no |
| CRAN checks: | mlfit results |
| Reference manual: | mlfit.pdf |
| Package source: | mlfit_0.5.3.tar.gz |
| Windows binaries: | r-devel: mlfit_0.5.3.zip, r-release: mlfit_0.5.3.zip, r-oldrel: mlfit_0.5.3.zip |
| macOS binaries: | r-release (arm64): mlfit_0.5.3.tgz, r-oldrel (arm64): mlfit_0.5.3.tgz, r-release (x86_64): mlfit_0.5.3.tgz, r-oldrel (x86_64): mlfit_0.5.3.tgz |
| Old sources: | mlfit archive |
Please use the canonical form https://CRAN.R-project.org/package=mlfit to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.