Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!

netmeta

Network Meta-Analysis using Frequentist Methods

A comprehensive set of functions providing frequentist methods for network meta-analysis and supporting Schwarzer et al. (2015) <DOI:10.1007/978-3-319-21416-0>, Chapter 8 "Network Meta-Analysis": - frequentist network meta-analysis following Rücker (2012) <DOI:10.1002/jrsm.1058>; - net heat plot and design-based decomposition of Cochran's Q according to Krahn et al. (2013) <DOI:10.1186/1471-2288-13-35>; - measures characterizing the flow of evidence between two treatments by König et al. (2013) <DOI:10.1002/sim.6001>; - ranking of treatments (frequentist analogue of SUCRA) according to Rücker & Schwarzer (2015) <DOI:10.1186/s12874-015-0060-8>; - partial order of treatment rankings ('poset') and Hasse diagram for 'poset' (Carlsen & Bruggemann, 2014) <DOI:10.1002/cem.2569>; (Rücker & Schwarzer, 2017) <DOI:10.1002/jrsm.1270>; - split direct and indirect evidence to check consistency (Dias et al., 2010) <DOI:10.1002/sim.3767>, (Efthimiou et al., 2019) <DOI:10.1002/sim.8158>; - league table with network meta-analysis results; - additive network meta-analysis for combinations of treatments (Rücker et al., 2019) <DOI:10.1002/bimj.201800167>; - network meta-analysis of binary data using the Mantel-Haenszel or non-central hypergeometric distribution method (Efthimiou et al., 2019) <DOI:10.1002/sim.8158>; - 'comparison-adjusted' funnel plot (Chaimani & Salanti, 2012) <DOI:10.1002/jrsm.57>; - automated drawing of network graphs described in Rücker & Schwarzer (2016) <DOI:10.1002/jrsm.1143>.

Functions (51)

Dong2013

Network meta-analysis for chronic obstructive pulmonary disease

Franchini2012

Network meta-analysis of treatments for Parkinson's disease

Gurusamy2011

Network meta-analysis on blood loss during liver transplantation

Linde2015

Network meta-analysis of treatments for depression

Linde2016

Network meta-analysis of primary care depression treatments

Senn2013

Network meta-analysis in diabetes

Woods2010

Count statistics of survival data

as.data.frame.netconnection

Create a data frame from an object of class netconnection

as.data.frame.netmeta

Create a data frame from an object of class netmeta

decomp.design

Design-based decomposition of Cochran's Q in network meta-analysis

dietaryfat

Network meta-analysis of dietary fat

discomb

Additive network meta-analysis for combinations of treatments (disconnected networks)

forest.netbind

Forest plot showing results of two or more network meta-analyses

forest.netcomb

Forest plot for additive network meta-analysis

forest.netmeta

Forest plot for network meta-analysis

forest.netsplit

Forest plot for direct and indirect evidence

funnel.netmeta

‘Comparison-adjusted’ funnel plot

hasse

Hasse diagram

netbind

Combine network meta-analysis objects

netcomb

Additive network meta-analysis for combinations of treatments

netconnection

Get information on network connectivity (number of subnetworks, distance matrix)

netdistance

Calculate distance matrix for an adjacency matrix

netgraph

Generic function for network graphs

netgraph.discomb

Network graph for objects of class discomb

netgraph.netcomb

Network graph for objects of class netcomb

netgraph.netconnection

Network graph for objects of class netconnection

netgraph.netimpact

Network graph for objects of class netimpact

netgraph.netmeta

Network graph

netheat

Net heat plot

netimpact

Determine the importance of individual studies in network meta-analysis

netleague

Create and print league table for network meta-analysis results

netmatrix

Create a matrix with additional information for pairwise comparisons

netmeasures

Measures for characterizing a network meta-analysis

netmeta

Network meta-analysis using graph-theoretical method

netmeta-package

netmeta: Brief overview of methods and general hints

netmetabin

Network meta-analysis of binary outcome data

netposet

Partial order of treatments in network meta-analysis

netrank

Frequentist method to rank treatments in network

netsplit

Split direct and indirect evidence in network meta-analysis

pairwise

Transform meta-analysis data from two arm-based formats into contrast-based format

plot.netposet

Scatter plot or biplot showing partially order of treatment ranks

plot.netrank

Plot treatment ranking(s) of network meta-analyses

print.decomp.design

Print method for objects of class decomp.design

print.netbind

Print method for objects of class netbind

print.netcomb

Print objects of class netcomb

print.netimpact

Print method for objects of class netimpact

print.netmeta

Print results of network meta-analysis

smokingcessation

Network meta-analysis of interventions for smoking cessation

summary.netcomb

Summary method for objects of class netcomb

summary.netmeta

Print and summary method for objects of class netmeta

treats

Abbreviate treatment names

netmeta

Network Meta-Analysis using Frequentist Methods

v1.4-0

GPL (>= 2)

Authors

Gerta Rücker [aut] (<https://orcid.org/0000-0002-2192-2560>), Ulrike Krahn [aut], Jochem König [aut] (<https://orcid.org/0000-0003-4683-0360>), Orestis Efthimiou [aut] (<https://orcid.org/0000-0002-0955-7572>), Guido Schwarzer [aut, cre] (<https://orcid.org/0000-0001-6214-9087>)

Initial release

2021-05-11

netmeta

Functions (51)

netmeta

We don't support your browser anymore