A tidy toolkit for distribution dynamics: analysing how a cross-sectional distribution of values evolves over time and where it settles in the long run. Provides discrete-time, spatial, rank and local indicator of spatial association ('LISA') Markov transition estimation, ergodic analysis (steady-state, mean first passage and sojourn times), rank-mobility measures (Kendall's tau and the Theta statistic) and Markov mobility indices. Methods use long-format 'id'/'time'/'value' data rather than transition matrices and build on the distribution-dynamics literature (Quah (1993); Rey (2001) <doi:10.1111/j.1538-4632.2001.tb00444.x>). Results are validated for numerical parity against the reference 'giddy' library.
| Version: | 0.1.1 |
| Imports: | stats |
| Suggests: | reticulate, spdep, testthat (≥ 3.0.0) |
| Published: | 2026-07-19 |
| DOI: | 10.32614/CRAN.package.sddr |
| Author: | Muhammad Farooqi |
| Maintainer: | Muhammad Farooqi <mqfarooqi at gmail.com> |
| BugReports: | https://github.com/mqfarooqi1/sddr/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/mqfarooqi1/sddr |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | sddr results |
| Reference manual: | sddr.html , sddr.pdf |
| Package source: | sddr_0.1.1.tar.gz |
| Windows binaries: | r-devel: sddr_0.1.1.zip, r-release: sddr_0.1.1.zip, r-oldrel: sddr_0.1.1.zip |
| macOS binaries: | r-release (arm64): sddr_0.1.1.tgz, r-oldrel (arm64): sddr_0.1.1.tgz, r-release (x86_64): sddr_0.1.1.tgz, r-oldrel (x86_64): sddr_0.1.1.tgz |
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