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jarbes (version 1.7.2)

Just a Rather Bayesian Evidence Synthesis

Description

Provides a new class of Bayesian meta-analysis models that we called "The Hierarchical Meta-Regression" (HMR). The aim of HMR is to incorporate into the meta-analysis, the data collection process, which results in a model for the internal and external validity bias. In this way, it is possible to combine studies of different types. For example, we can combine the results of randomized control trials (RCTs) with the results of observational studies (OS). The statistical methods and their applications are described in Verde (2019) and in Verde (2017) .

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Version

Install

install.packages('jarbes')

Monthly Downloads

266

Version

1.7.2

License

GPL (>= 2)

Maintainer

Pablo Emilio Verde

Last Published

March 11th, 2019

Functions in jarbes (1.7.2)

summary.gesmix

Generic summary function for metamixt object in jarbes
summary.hmr

Generic summary function for hmr object in jarbes
print.gesmix

Generic print function for metamixt object in jarbes.
print.ges

Generic print function for ges object in jarbes.
metarisk

Bayesian meta-analysis for external validity using baseline risk
stemcells

Meta-analysis of 31 randomized controled trials (RCTs) with reported discrepancies
print.metarisk

Generic print function for metarisk object in jarbes.
summary.ges

Generic summary function for ges object in jarbes
plot.gesmix

Generic plot function for metamixt object in jarbes.
ppvcap

Efficacy of Pneumococcal Polysaccharide Vaccine in Preventing Community Acquired Pneumonia
ppvipd

Efficacy of Pneumococcal Polysaccharide Vaccine in Preventing Invasive Pneumococcal Disease
summary.metarisk

Generic summary function for metarisk object in jarbes
plot.ges

Generic plot function for ges object in jarbes.
gesmix

Generalized Evidence Synthesis with Indirect Penalization of Observational Studies
plot.metarisk

Generic plot function for metarisk object in jarbes.
ges

Generalized Evidence Synthesis with Direct Penalization of Observational Studies
plot.hmr

Generic plot function for hmr object in jarbes.
healing

Efficacy of diabetic foot healing using adjuvant treatments
healingipd

Individual participant data for diabetic patients
hmr

Bayesian meta-analysis for cross-design synthesis.
print.hmr

Generic print function for hmr object in jarbes.