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nmaINLA (version 1.1.0)

Network Meta-Analysis using Integrated Nested Laplace Approximations

Description

Performs network meta-analysis using integrated nested Laplace approximations ('INLA') which is described in Guenhan, Held, and Friede (2018) . Includes methods to assess the heterogeneity and inconsistency in the network. Contains more than ten different network meta-analysis dataset. 'INLA' package can be obtained from .

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Install

install.packages('nmaINLA')

Monthly Downloads

200

Version

1.1.0

License

GPL (>= 2)

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Repository

https://github.com/gunhanb/nmaINLA

Maintainer

Burak Kuersad Guenhan

Last Published

July 21st, 2021

Functions in nmaINLA (1.1.0)

CooperStrokedat

Data for the stroke prevention NMA-network discussed in Cooper et al. (2009)

Data for the Incident Diabetes example in Elliott et al. (2007)

Data for the Parkinson NMA-network discussed in Dias et al. (2013)

Data for the Dietary fat example in Dias et al. (2011)

Data for the Diabetes example in Senn et al. (2013)

Certolizumabdat

Data for the Certolizumab NMA-network discussed in Dias et al. (2013)

Data for the ischemic heart disease sparse pairwise meta-analysis discussed in Kuss (2014)

Data for the Flour NMA example in Dias et al. (2010)

Data for the smoking cessation NMA-network discussed in Dias et al. (2010)

Data for the Anesthetic example in Greco et al. (2013)

Fitting a network meta-analysis model using INLA

create_INLA_dat_pair

Prepare pairwise meta-analysis dataset for INLA.

create_INLA_dat

Prepare network meta-analysis dataset for INLA.

Plot a network plot

Trials investigating effectiveness of the BCG vaccine against TB

Data for the Stroke NMA regression discussed in Batson et al. (2016)

Print nmainla object

Fitting a pairwise meta-analysis model using INLA.

nmaINLA: Network meta-analysis using INLA

Data for the thrombolytic NMA-network discussed in Dias et al. (2010)

Data for the Woods example in Woods et al. (2010)