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metasplines: Pool Literature-Based and Individual Participant Data BasedSpline Estimates

Pooling estimates reported in meta-analyses (literature-based, LB) and estimates based on individual participant data (IPD) is not straight-forward as the details of the LB nonlinear function estimate are not usually reported. This package pools the nonlinear IPD dose-response estimates based on a natural cubic spline from lm or glm with the pointwise LB estimates and their estimated variances. Details will be presented in Härkänen, Tapanainen, Sares-Jäske, Männistö, Kaartinen and Paalanen (2025) "Novel pooling method for nonlinear cohort analysis and meta-analysis estimates: Predicting health outcomes based on climate-friendly diets" (under revision) <https://journals.lww.com/epidem/pages/default.aspx>.

Version:0.1.0
Depends:R (≥ 4.2.0)
Imports:rlang,dplyr,tidyr,tibble,stringr,meta,optimization
Suggests:knitr,rmarkdown,splines2
Published:2025-07-21
DOI:10.32614/CRAN.package.metasplines
Author:Tommi Härkänen [aut, cre]
Maintainer:Tommi Härkänen <tommi.harkanen at thl.fi>
License:GPL (≥ 3)
NeedsCompilation:no
Citation:metasplines citation info
Materials:README
CRAN checks:metasplines results

Documentation:

Reference manual:metasplines.html ,metasplines.pdf
Vignettes:Introduction (source,R code)

Downloads:

Package source: metasplines_0.1.0.tar.gz
Windows binaries: r-devel:metasplines_0.1.0.zip, r-release:metasplines_0.1.0.zip, r-oldrel:metasplines_0.1.0.zip
macOS binaries: r-release (arm64):metasplines_0.1.0.tgz, r-oldrel (arm64):metasplines_0.1.0.tgz, r-release (x86_64):metasplines_0.1.0.tgz, r-oldrel (x86_64):metasplines_0.1.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=metasplinesto link to this page.


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