survinger: Design-Adjusted Inference for Pathogen Lineage Surveillance

Provides tools for optimizing sequencing resource allocation and estimating pathogen lineage prevalence under real-world genomic surveillance conditions. Implements constrained allocation optimization for limited sequencing capacity across multiple regions and sample sources. Includes Horvitz-Thompson and post-stratified estimators that account for unequal sequencing rates, delay-adjusted nowcasting for right-censored reporting data, and combined design-weighted delay-corrected inference with uncertainty propagation.

Version: 0.1.0
Depends: R (≥ 4.1.0)
Imports: checkmate (≥ 2.0.0), cli (≥ 3.0.0), dplyr (≥ 1.1.0), generics, ggplot2 (≥ 3.4.0), methods, purrr, rlang (≥ 1.0.0), stats, tibble
Suggests: MASS, Matrix, nloptr (≥ 2.0.0), survey, tidyr, vctrs, covr, knitr, rmarkdown, scales, testthat (≥ 3.0.0), withr
Published: 2026-04-02
DOI: 10.32614/CRAN.package.survinger (may not be active yet)
Author: Cuiwei Gao [aut, cre, cph]
Maintainer: Cuiwei Gao <48gaocuiwei at gmail.com>
BugReports: https://github.com/CuiweiG/survinger/issues
License: MIT + file LICENSE
URL: https://github.com/CuiweiG/survinger
NeedsCompilation: no
Language: en-US
Citation: survinger citation info
Materials: README, NEWS
CRAN checks: survinger results [issues need fixing before 2026-04-17]

Documentation:

Reference manual: survinger.html , survinger.pdf
Vignettes: Optimizing Sequencing Resource Allocation (source, R code)
Delay-Adjusted Nowcasting (source, R code)
Real-World Case Study: European COVID-19 Genomic Surveillance (source, R code)
Introduction to survinger (source, R code)

Downloads:

Package source: survinger_0.1.0.tar.gz
Windows binaries: r-devel: survinger_0.1.0.zip, 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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