Package: NMAoutlier 0.2.0

NMAoutlier: Detecting Outliers in Network Meta-Analysis

A set of functions providing several outlier (i.e., studies with extreme findings) and influential detection measures and methodologies in network meta-analysis : - simple outlier and influential detection measures - outlier and influential detection measures by considering study deletion (shift the mean) - plots for outlier and influential detection measures - Q-Q plot for network meta-analysis - Forward Search algorithm in network meta-analysis. - forward plots to monitor statistics in each step of the forward search algorithm - forward plots for summary estimates and their confidence intervals in each step of forward search algorithm.

Authors:Maria Petropoulou [aut, cre], Guido Schwarzer [aut], Agapios Panos [aut], Dimitris Mavridis [aut]

NMAoutlier_0.2.0.tar.gz
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NMAoutlier.pdf |NMAoutlier.html✨
NMAoutlier/json (API)
NEWS

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

Bug tracker:https://github.com/petropouloumaria/nmaoutlier/issues

Datasets:
  • Gupta2013 - Network meta-analysis comparing interventions for actinic keratosis
  • Schoenberg2013 - Network meta-analysis comparing the effects after Laparoscopic Heller myotomy.

On CRAN:

Conda-Forge:

influence-measuresmahalanobis-distancenetwork-meta-analysisoutlieroutlier-detection-measures

4.00 score 5 stars 9 scripts 235 downloads 6 exports 71 dependencies

Last updated 25 days agofrom:6293f20d4a. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 10 2025
R-4.5-winOKFeb 10 2025
R-4.5-macOKFeb 10 2025
R-4.5-linuxOKFeb 10 2025
R-4.4-winOKFeb 10 2025
R-4.4-macOKFeb 10 2025
R-4.3-winOKFeb 10 2025
R-4.3-macOKFeb 10 2025

Exports:fwdplotfwdplotestmeasplotNMAoutlierNMAoutlier.measuresQnetplot

Dependencies:abindbitbit64bootclicliprcolorspaceCompQuadFormcpp11crayondigestdplyrfansifarvergenericsggplot2gluegridExtragtablehmsigraphisobandlabelinglatticelifecyclelme4magicmagrittrMASSmathjaxrMatrixmetametadatmetaformgcvminqamunsellmvtnormnetmetanlmenloptrnumDerivpbapplypillarpkgconfigplyrprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasreshape2rlangscalesstringistringrtibbletidyselecttzdbutf8vctrsviridisLitevroomwithrxml2