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 Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=mlfit to link to this page.
RetroSearch is an open source project built by @garambo | Open a GitHub Issue
Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo
HTML:
3.2
| Encoding:
UTF-8
| Version:
0.7.4