Other packages > Find by keyword >

rnmamod  

Bayesian Network Meta-Analysis with Missing Participants
View on CRAN: Click here


Download and install rnmamod package within the R console
Install from CRAN:
install.packages("rnmamod")

Install from Github:
library("remotes")
install_github("cran/rnmamod")

Install by package version:
library("remotes")
install_version("rnmamod", "0.4.0")



Attach the package and use:
library("rnmamod")
Maintained by
Loukia Spineli
[Scholar Profile | Author Map]
First Published: 2021-11-29
Latest Update: 2022-11-01
Description:
A comprehensive suite of functions to perform and visualise pairwise and network meta-analysis with aggregate binary or continuous missing participant outcome data. The package covers core Bayesian one-stage models implemented in a systematic review with multiple interventions, including fixed-effect and random-effects network meta-analysis, meta-regression, evaluation of the consistency assumption via the node-splitting approach and the unrelated mean effects model, and sensitivity analysis. Missing participant outcome data are addressed in all models of the package. The robustness to primary analysis results can also be investigated using a novel intuitive index. Methods to evaluate the transitivity assumption quantitatively are provided. The package also offers a rich, user-friendly visualisation toolkit that aids in appraising and interpreting the results thoroughly and preparing the manuscript for journal submission. The visualisation tools comprise the network plot, forest plots, panel of diagnostic plots, heatmaps on the extent of missing participant outcome data in the network, league heatmaps on estimation and prediction, rankograms, Bland-Altman plot, leverage plot, deviance scatterplot, heatmap of robustness, barplot of Kullback-Leibler divergence, heatmap of comparison dissimilarities and dendrogram of comparison clustering. The package also allows the user to export the results to an Excel file at the working directory.
How to cite:
Loukia Spineli (2021). rnmamod: Bayesian Network Meta-Analysis with Missing Participants. R package version 0.4.0, https://cran.r-project.org/web/packages/rnmamod. Accessed 04 May. 2025.
Previous versions and publish date:
0.1.0 (2021-11-29 21:00), 0.2.0 (2022-04-06 19:40), 0.3.0 (2022-11-01 11:44)
Other packages that cited rnmamod R package
View rnmamod citation profile
Other R packages that rnmamod depends, imports, suggests or enhances
Complete documentation for rnmamod
Functions, R codes and Examples using the rnmamod R package
Some associated functions: balloon_plot . baseline_model . bland_altman_plot . data_preparation . describe_network . forestplot . forestplot_metareg . heatmap_missing_dataset . heatmap_missing_network . heatmap_robustness . heterogeneity_param_prior . improved_ume . intervalplot_panel_ume . kld_barplot . league_heatmap . league_heatmap_pred . league_table_absolute . league_table_absolute_user . leverage_plot . mcmc_diagnostics . metareg_plot . missingness_param_prior . netplot . nma.baker2009 . nma.bottomley2011 . nma.dogliotti2014 . nma.liu2013 . nma.schwingshackl2014 . nma.stowe2011 . nodesplit_plot . pma.hetrick2012 . pma.taylor2004 . prepare_model . prepare_nodesplit . prepare_ume . rankosucra_plot . rnmamod-package . robustness_index . robustness_index_user . run_metareg . run_model . run_nodesplit . run_sensitivity . run_series_meta . run_ume . scatterplot_sucra . scatterplots_dev . series_meta_plot . taylor_continuous . taylor_imor . trans_quality . ume_plot . unrelated_effects_plot . 
Some associated R codes: Basetreat_function.R . KLD.barplot_function.R . NonbaseSweep_function.R . PairXY_function.R . Sweeptreat_function.R . Taylor.IMDoM.IMRoM_function.R . Taylor.IMOR_function.R . UME.plot_function.R . balloon.plot.mod_function.R . baseline.model_function.R . bland_altman.plot_function.R . data.preparation_function.R . datasets.R . describe.network_function.R . effect.measure.name_function.R . forestplot.metareg_function.R . forestplot_function.R . globals.R . heatmap.missing.dataset_function.R . heatmap.missing.network_function.R . heatmap.robustness_function.R . heterogeneity.param.prior_function.R . improved.UME_function.R . intervalplot.panel.UME_function.R . league.heatmap.pred_function.R . league.heatmap_function.R . league.table.absolute.user_function.R . league.table.absolute_function.R . leverage.plot_function.R . mcmc.diagnostics_function.R . metareg.plot_function.R . missingness.param.prior_function.R . network.plot_function.R . nodesplit.plot_function.R . possibleserved.comparisons_function.R . prepare.UME_function.R . prepare.model_function.R . prepare.nodesplit_function.R . quality.transitivity_function.R . rankosucra.plot_function.R . rnmamod.R.R . robustness.index.user_function.R . robustness.index_function.R . run.UME_function.R . run.metareg_function.R . run.model_function.R . run.nodesplit_function.R . run.sensitivity_function.R . run.series.meta_function.R . scatterplot.sucra_function.R . scatterplots.deviance_function.R . series.meta.plot_function.R . unrelated.effects.plot_function.R.R .  Full rnmamod package functions and examples
Downloads during the last 30 days
04/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for rnmamod246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

kutils  
Project Management Tools
Tools for data importation, recoding, and inspection. There are functions to create new project fo ...
Download / Learn more Package Citations See dependency  
aos  
Animate on Scroll Library for 'shiny'
Trigger animation effects on scroll on any HTML element of 'shiny' and 'rmarkdown', such as any tex ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
appler  
'Apple App Store' and 'iTunes' Data Extraction
Using 'Apple App Store' web scraping and 'iTunes' API ...
Download / Learn more Package Citations See dependency  
tidyRSS  
Tidy RSS for R
With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom ...
Download / Learn more Package Citations See dependency  
dipw  
Debiased Inverse Propensity Score Weighting
Estimation of the average treatment effect when controlling for high-dimensional confounders using ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA