seine: Semiparametric Ecological Inference
Efficient and user-friendly routines for modern ecological inference. Implements the methods described in McCartan & Kuriwaki (2025+) <doi:10.48550/arXiv.2509.20194>, which generalize ecological regression as introduced by Goodman (1953) <doi:10.2307/2088121>. Includes routines for preprocessing, synthetic data generation, double/debiased machine learning (DML) estimation, partial identification bounds, and sensitivity analysis.
| Version: | 0.1.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | rlang, cli, tidyselect, tibble, hardhat, quadprog, graphics, utils, stats |
| LinkingTo: | cpp11, cpp11armadillo, testthat |
| Suggests: | bases, knitr, rmarkdown, testthat (≥ 3.0.0), xml2 |
| Published: | 2026-06-08 |
| DOI: | 10.32614/CRAN.package.seine (may not be active yet) |
| Author: | Cory McCartan 
[aut, cre, cph],
Shiro Kuriwaki
[aut, cph] |
| Maintainer: | Cory McCartan <mccartan at psu.edu> |
| BugReports: | https://github.com/CoryMcCartan/seine/issues |
| License: | MIT + file LICENSE |
| URL: | https://corymccartan.com/seine/, https://github.com/CoryMcCartan/seine |
| NeedsCompilation: | yes |
| Citation: | seine citation info |
| Materials: | README, NEWS |
| CRAN checks: | seine results |
Documentation:
| Reference manual: | seine.html , seine.pdf |
| Vignettes: |
Local estimates for ecological inference (source, R code) Analyzing aggregate data (source, R code) Sensitivity analysis for ecological inference (source, R code) Testing the CAR assumption (source, R code) Custom sensitivity contour plots (source, R code) |
Downloads:
| Package source: | seine_0.1.2.tar.gz |
| Windows binaries: | r-devel: not available, r-release: seine_0.1.2.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): seine_0.1.2.tgz, r-oldrel (arm64): seine_0.1.2.tgz, r-release (x86_64): seine_0.1.2.tgz, r-oldrel (x86_64): seine_0.1.2.tgz |
Linking:
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