Package: ssifs 1.0.3

ssifs: Stochastic Search Inconsistency Factor Selection

Evaluating the consistency assumption of Network Meta-Analysis both globally and locally in the Bayesian framework. Inconsistencies are located by applying Bayesian variable selection to the inconsistency factors. The implementation of the method is described by Seitidis et al. (2022) <arxiv:2211.07258>.

Authors:Georgios Seitidis [aut, cre], Stavros Nikolakopoulos [aut], Ioannis Ntzoufras [aut], Dimitris Mavridis [aut]

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NEWS

# Install 'ssifs' in R:
install.packages('ssifs', repos = c('https://georgiosseitidis.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/georgiosseitidis/ssifs/issues

Pkgdown site:https://georgiosseitidis.github.io

Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC
  • c++– GNU Standard C++ Library v3
Datasets:
  • Alcohol - Stochastic Search Inconsistency Factor Selection of brief alcohol interventions.
  • smokingcessation - Stochastic Search Inconsistency Factor Selection of interventions for smoking cessation

On CRAN:

Conda-Forge:

consistencymetaanalysisnetworknmassifsssvsvariable-selectionjagscpp

5.08 score 2 stars 4 scripts 12k downloads 2 exports 76 dependencies

Last updated 1 months agofrom:1aa8f72228. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 21 2025
R-4.5-winOKJan 22 2025
R-4.5-macOKFeb 21 2025
R-4.5-linuxOKFeb 21 2025
R-4.4-winOKJan 22 2025
R-4.4-macOKFeb 21 2025
R-4.3-winOKJan 22 2025
R-4.3-macOKFeb 23 2025

Exports:spike.slabssifs

Dependencies:abindbitbit64bootclicliprcodacolorspaceCompQuadFormcpp11crayondigestdplyrfansifarvergenericsggplot2gluegtablegtoolshmsigraphisobandlabelinglatticelifecyclelme4magicmagrittrMASSmathjaxrMatrixmetametadatmetaformgcvminqamunsellmvtnormnetmetanlmenloptrnumDerivpbapplypillarpkgconfigplyrprettyunitsprogresspurrrR2jagsR2WinBUGSR6rbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasRevEcoRrjagsrlangscalesstringistringrtibbletidyselecttzdbutf8vctrsviridisLitevroomwithrXMLxml2

An introduction to the Stochastic Search Inconsistency Factor Selection method using the ssifs package

Georgios Seitidis

Rendered fromAn_introduction_to_ssifs.Rmdusingknitr::rmarkdownon Feb 21 2025.

Last update: 2023-04-10
Started: 2022-06-10