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Package: seine 0.1.2

Cory McCartan

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.

Authors:Cory McCartan [aut, cre, cph], Shiro Kuriwaki [aut, cph]

seine_0.1.2.tar.gz
seine_0.1.2.zip(r-4.7-x86_64)seine_0.1.2.zip(r-4.7-arm64)seine_0.1.2.zip(r-4.6-x86_64)seine_0.1.2.zip(r-4.6-arm64)
seine_0.1.2.tar.gz(r-4.7-arm64)seine_0.1.2.tar.gz(r-4.7-x86_64)seine_0.1.2.tar.gz(r-4.6-arm64)seine_0.1.2.tar.gz(r-4.6-x86_64)
seine_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
seine/json (API)

# Install 'seine' in R:

install.packages('seine', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/corymccartan/seine/issues

Pkgdown/docs site:https://corymccartan.com

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

Datasets:

elec_1968 - 1968 U.S. presidential election data

On CRAN:

openblas cpp openmp

3.60 score 16 scripts 155 downloads 19 exports 35 dependencies

Last updated from:4c87fb47ad. Checks:10 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	126
linux-devel-x86_64	OK	166
source / vignettes	OK	249
linux-release-arm64	OK	126
linux-release-x86_64	OK	164
windows-devel-arm64	OK	233
windows-devel-x86_64	OK	205
windows-release-arm64	OK	249
windows-release-x86_64	OK	175
wasm-release	OK	121

Exports:ei_bench ei_bounds ei_est ei_est_local ei_local_cov ei_proportions ei_ridge ei_ridge_impl ei_riesz ei_riesz_impl ei_sens ei_sens_rv ei_spec ei_synthetic ei_test_car ei_wgt_prop ei_wgt_sqrt ei_wgt_unif ei_wrap_model

Dependencies:brio callr cli cpp11 cpp11armadillo crayon desc diffobj evaluate fs glue hardhat jsonlite lifecycle magrittr otel pillar pkgbuild pkgconfig pkgload praise processx ps quadprog R6 rlang rprojroot sparsevctrs testthat tibble tidyselect utf8 vctrs waldo withr

Analyzing aggregate data

Rendered fromseine.Rmdusingknitr::rmarkdown