Package: NMAoutlier 0.2.1

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_0.2.1.tar.gz
NMAoutlier_0.2.1.zip(r-4.7-any)NMAoutlier_0.2.1.zip(r-4.6-any)NMAoutlier_0.2.1.zip(r-4.5-any)
NMAoutlier_0.2.1.tgz(r-4.6-any)NMAoutlier_0.2.1.tgz(r-4.5-any)
NMAoutlier_0.2.1.tar.gz(r-4.7-any)NMAoutlier_0.2.1.tar.gz(r-4.6-any)
NMAoutlier_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
NMAoutlier/json (API)

# 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:

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

4.03 score 6 stars 18 scripts 420 downloads 6 exports 72 dependencies

Last updated from:045bbc04db. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK160
source / vignettesOK173
linux-releaseOK168
macos-releaseOK202
macos-oldrelOK201
windows-develOK121
windows-releaseOK127
windows-oldrelOK126
wasm-releaseOK116

Exports:fwdplotfwdplotestmeasplotNMAoutlierNMAoutlier.measuresQnetplot

Dependencies:abindbitbit64bootclicliprcolorspaceCompQuadFormcpp11crayondigestdplyrfarvergenericsggplot2ggrepelgluegridExtragtablehmsigraphisobandlabelinglatticelifecyclelme4magicmagrittrMASSmathjaxrMatrixmetametabookmetadatmetaforminqamvtnormnetmetanlmenloptrnumDerivpbapplypillarpkgconfigplyrprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasreshape2rlangS7scalesstringistringrtibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithrxml2