Type: Package Package: mlfit Title: Iterative Proportional Fitting Algorithms for Nested Structures Version: 0.6.1.9029 Date: 2026-07-02 Authors@R: c( person( given = "Kirill", family = "Müller", role = c("aut", "cph"), comment = "Creator of the package" ), person( given = "Kay W.", family = "Axhausen", role = "ths", comment = "Advisor of Kirill Müller" ), person( given = "Amarin", family = "Siripanich", role = c("aut", "cre"), email = "amarin.siri@gmail.com", comment = "Contributed `ml_replicate()`" ), person( given = "Taha H.", family = "Rashidi", role = "ths", comment = "Advisor of Amarin Siripanich" ) ) Description: 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 , Hierarchical IPF , Entropy Optimization , and Generalized Raking . Additionally, a number of replication methods is also provided such as 'Truncate, replicate, sample' . License: GPL (>= 3) URL: https://mlfit.github.io/mlfit/, https://github.com/mlfit/mlfit BugReports: https://github.com/mlfit/mlfit/issues Depends: methods Imports: BB, dplyr, hms, kimisc, Matrix, plyr, tibble, forcats, rlang, utils, wrswoR, lifecycle Suggests: covr, testthat (>= 3.0.0), MASS, sampling, waldo Encoding: UTF-8 Roxygen: list(markdown = TRUE) Config/testthat/edition: 3 Config/roxygen2/version: 8.0.0.9000 Repository: https://mlfit.r-universe.dev Date/Publication: 2026-07-02 04:40:32 UTC RemoteUrl: https://github.com/mlfit/mlfit RemoteRef: HEAD RemoteSha: eea7312947e9eb0ee64a44dd1fed53c22d2b1d71 NeedsCompilation: no Packaged: 2026-07-02 06:47:02 UTC; root 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