RASbound: Bounded RAS / Biproportional Matrix Balancing with Cell-Level Constraints
Implements the RAS method for adjusting a matrix to match target row and column totals. In RAS, a matrix A is multiplied on the left by a diagonal matrix R and on the right by a diagonal matrix S, which gives the method its name. It is also known as biproportional matrix balancing, iterative proportional fitting (IPF) or raking. The package extends it with lower and upper bounds on individual cells. Provides several algorithmic variants for handling bound violations: hard cell-freezing with simultaneous, sequential, or hybrid fixation; two dependency-free clamp-and-compensate heuristics (proportional redistribution and iterative renormalization); and a naive unconstrained-recompute baseline; together with thin wrapper functions exposing equivalent bounded-calibration methods from the 'survey' package under a common interface. Intended for updating or regionalizing input-output tables, social accounting matrices (SAMs), and other applications where classic RAS/IPF is used but cell-level plausibility ranges must be respected. References: Deming and Stephan (1940) <doi:10.1214/aoms/1177731829> Deville, Saerndal and Sautory (1993) <doi:10.1080/01621459.1993.10476369> Acknowledgements: The author wishes to thank Conselleria de Educacion, Cultura y Universidades, Generalitat Valenciana (grant CIAICO/2023/031) for supporting this research.
| Version: | 0.0.1 |
| Depends: | R (≥ 3.6) |
| Imports: | stats, graphics, grDevices, utils |
| Suggests: | survey, MASS, testthat (≥ 3.0.0), knitr, rmarkdown |
| Published: | 2026-10-28 |
| DOI: | 10.32614/CRAN.package.RASbound (may not be active yet) |
| Author: | Jose M. Pavía 
[aut, cre] |
| Maintainer: | Jose M. Pavía <jose.m.pavia at uv.es> |
| BugReports: | https://github.com/JMPavia/RASbound/issues |
| License: | GPL-3 |
| URL: | https://github.com/JMPavia/RASbound |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | RASbound results |
Documentation:
| Reference manual: | RASbound.html , RASbound.pdf |
| Vignettes: |
Advanced diagnostics (source, R code) A worked example: a 57 x 57 input-output-style table (source, R code) Introduction to RASbound (source, R code) |
Downloads:
| Package source: | RASbound_0.0.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available |
Linking:
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