netmeta v1.2-1

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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 R<c3><bc>cker (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 K<c3><b6>nig et al. (2013) <DOI:10.1002/sim.6001>; - ranking of treatments (frequentist analogue of SUCRA) according to R<c3><bc>cker & 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>; (R<c3><bc>cker & 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 (R<c3><bc>cker 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 R<c3><bc>cker & Schwarzer (2016) <DOI:10.1002/jrsm.1143>.

Functions in netmeta

Name Description
decomp.design Design-based decomposition of Cochran's Q in network meta-analysis
Senn2013 Network meta-analysis in diabetes
Linde2015 Network meta-analysis of treatments for depression
Woods2010 Count statistics of survival data
forest.netbind Forest plot showing results of two or more network meta-analyses
Linde2016 Network meta-analysis of primary care depression treatments
netconnection Get information on network connectivity (number of subnetworks, distance matrix)
netmatrix Create a matrix with additional information for pairwise comparisons
netdistance Calculate distance matrix for an adjacency matrix
dietaryfat Network meta-analysis of dietary fat
funnel.netmeta ‘Comparison-adjusted’ funnel plot
forest.netcomb Forest plot for additive network meta-analysis
hasse Hasse diagram
netmeasures Measures for characterizing a network meta-analysis
netheat Net heat plot
discomb Additive network meta-analysis for combinations of treatments (disconnected networks)
netgraph.netmeta Network graph
print.decomp.design Print method for objects of class decomp.design
treats Abbreviate treatment names
print.netbind Print method for objects of class netbind
netgraph Generic function for network graphs
plot.netposet Scatter plot or biplot showing partially order of treatment ranks
pairwise Transform meta-analysis data from two arm-based formats into contrast-based format
summary.netcomb Summary method for objects of class netcomb
forest.netsplit Forest plot for direct and indirect evidence
netmeta Network meta-analysis using graph-theoretical method
plot.netrank Plot treatment ranking(s) of network meta-analyses
netgraph.netimpact Network graph for objects of class netimpact
forest.netmeta Forest plot for network meta-analysis
summary.netmeta Print and summary method for objects of class netmeta
netmeta-package netmeta: Brief overview of methods and general hints
netrank Frequentist method to rank treatments in network
parkinson Network meta-analysis of treatments for Parkinson's disease
netsplit Split direct and indirect evidence in network meta-analysis
print.netcomb Print objects of class netcomb
print.netimpact Print method for objects of class netimpact
netbind Combine network meta-analysis objects
Dong2013 Network meta-analysis for chronic obstructive pulmonary disease
netcomb Additive network meta-analysis for combinations of treatments
netimpact Determine the importance of individual studies in network meta-analysis
Gurusamy2011 Network meta-analysis on blood loss during liver transplantation
netposet Partial order of treatments in network meta-analysis
netmetabin Network meta-analysis of binary outcome data
netleague Create and print league table for network meta-analysis results
print.netmeta Print results of network meta-analysis
smokingcessation Network meta-analysis of interventions for smoking cessation
as.data.frame.netmeta Additional functions for objects of class netmeta
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Date 2020-04-16
URL https://github.com/guido-s/netmeta http://meta-analysis-with-r.org
License GPL (>= 2)
Encoding UTF-8
RoxygenNote 7.1.0
NeedsCompilation no
Packaged 2020-04-16 10:36:16 UTC; sc
Repository CRAN
Date/Publication 2020-04-16 11:50:02 UTC

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