LongitudinalEvalue: Sensitivity Analysis for Unmeasured Confounding in Longitudinal Studies

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 (may not be active yet)
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

Documentation:

Reference manual:	LongitudinalEvalue.html , LongitudinalEvalue.pdf
Vignettes:	SDEconfounder (source, R code)

Downloads:

Package source:	LongitudinalEvalue_0.1.0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, 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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=LongitudinalEvalue to link to this page.