Evaluates the sensitivity of a given association to unmeasured confounding. The package consists of three functions. The first starts a 'shiny' app which assesses how strong a time-invariant confounder needs to be associated with the exposure and outcome to explain away a proposed causal association. The second and third functions simulate a time-dependent confounder over time either using a fit from the qmle() function from the 'yuima' package or directly using the observed effect estimate.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5) |
| Imports: | ggplot2, yuima, methods, np, matrixStats, stats, rlang, zoo |
| Suggests: | knitr, rmarkdown, shiny, bookdown |
| Published: | 2026-08-03 |
| DOI: | 10.32614/CRAN.package.LongitudinalEvalue |
| Author: | Andreas Kristian Pedersen [aut, cre], Anna Mejldal [ctb], Afsaneh M. Nejad [ctb], Kristian Debrabant [aut], Sören Möller [aut] |
| Maintainer: | Andreas Kristian Pedersen <andreaskpedersen at hotmail.com> |
| License: | GPL-3 |
| URL: | https://andreaskpedersen.shinyapps.io/LongitudinalEvalue/ |
| NeedsCompilation: | no |
| Citation: | LongitudinalEvalue citation info |
| CRAN checks: | LongitudinalEvalue results |
| Reference manual: | LongitudinalEvalue.html , LongitudinalEvalue.pdf |
| Vignettes: |
SDEconfounder (source, R code) |
| Package source: | LongitudinalEvalue_0.1.0.tar.gz |
| Windows binaries: | r-devel: LongitudinalEvalue_0.1.0.zip, r-release: LongitudinalEvalue_0.1.0.zip, r-oldrel: LongitudinalEvalue_0.1.0.zip |
| macOS binaries: | r-release (arm64): LongitudinalEvalue_0.1.0.tgz, r-oldrel (arm64): LongitudinalEvalue_0.1.0.tgz, r-release (x86_64): LongitudinalEvalue_0.1.0.tgz, r-oldrel (x86_64): LongitudinalEvalue_0.1.0.tgz |
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