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jarbes (version 2.2.2)

Just a Rather Bayesian Evidence Synthesis

Description

Provides a new class of Bayesian meta-analysis models that incorporates a model for internal and external validity bias. In this way, it is possible to combine studies of diverse quality and different types. For example, we can combine the results of randomized control trials (RCTs) with the results of observational studies (OS).

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Version

Install

install.packages('jarbes')

Monthly Downloads

354

Version

2.2.2

License

GPL (>= 2)

Maintainer

Pablo Emilio Verde

Last Published

October 7th, 2024

Functions in jarbes (2.2.2)

healing

Efficacy of diabetic foot healing using adjuvant treatments
dpmetareg

Bayesian Meta-Analysis with Dirichlet Process Priors
plot.dpmeta

Generic plot function for bmeta object in jarbes.
hmr

Bayesian meta-analysis to combine aggregated and individual participant data for cross design synthesis.
plot.b3lmeta

Generic plot function for bcmeta object in jarbes.
plot.bcdpmeta

Generic plot function for bcdpmeta object in jarbes.
plot.bcmeta

Generic plot function for bcmeta object in jarbes.
hips

Meta-analysis:
metarisk

Bayesian meta-analysis for using baseline risk adjustment
healingipd

Individual participant data for diabetic patients
ppvipd

Efficacy of Pneumococcal Polysaccharide Vaccine in Preventing Invasive Pneumococcal Disease
plot.dpmmeta

Generic plot function for dpmeta object in jarbes.
plot.hmr

Generic plot function for hmr object in jarbes.
print.bcmeta

Generic print function for bcmeta object in jarbes.
print.bcmixmeta

Generic print function for bcdpmeta object in jarbes.
print.b3lmeta

Generic print function for bcmeta object in jarbes.
ppvcap

Efficacy of Pneumococcal Polysaccharide Vaccine in Preventing Community Acquired Pneumonia
summary.bmeta

Generic summary function for bmeta object in jarbes
plot.metarisk

Generic plot function for metarisk object in jarbes.
print.bmeta

Generic print function for bcmeta object in jarbes.
summary.dpmeta

Generic summary function for dpmmeta object in jarbes
print.dpmeta

Generic print function for dpmeta object in jarbes.
stemcells

Meta-analysis of 31 randomized controled trials (RCTs) with reported discrepancies
summary.b3lmeta

Generic summary function for bmeta object in jarbes
print.bcdpmeta

Generic print function for bcdpmeta object in jarbes.
print.dpmetareg

Generic print function for dpmeta object in jarbes.
print.dpmmeta

Generic print function for dpmmeta object in jarbes.
summary.bcmeta

Generic summary function for bcmeta object in jarbes
summary.bcdpmeta

Generic summary function for bcdpmeta object in jarbes
plot.bmeta

Generic plot function for bmeta object in jarbes.
trisomy21

Meta-analysis: Observational studies assessing the relationship of a positive ICPC (Isolated Choroid Plexus Cyst) on Trisomy 21
print.metarisk

Generic print function for metarisk object in jarbes.
print.hmr

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

Generic summary function for metarisk object in jarbes
summary.hmr

Generic summary function for hmr object in jarbes
summary.dpmmeta

Generic summary function for dpmmeta object in jarbes
b3lmeta

Bayesian Meta-Analysis for Combining Studies
diagnostic.bcdpmeta

Diagnostic function for bcdpmeta object in jarbes
bmeta

Bayesian Meta-Analysis for Combining Studies
covid19

Meta-analysis: Observational studies assessing the impact of risk factors on the severity and mortality of COVID-19 cases
bcmeta

Bias-Corrected Meta-Analysis for Combining Studies of Different Types and Quality
diagnostic

Generic diagnostic function.
bcmixmeta

Bias Corrected Meta-Analysis with Dirichlet Mixture Process Priors for the biased component
bcdpmeta

Bias Corrected Meta-Analysis with Dirichlet Process Priors
diagnostic.b3lmeta

Diagnostic function for b3lmeta object in jarbes
diagnostic.bcmeta

Diagnostic function for bcmeta object in jarbes
effect.hmr

Posterior distribution of Effectiveness for a subgroup of patients
diagnostic.bcmixmeta

Diagnostic function for bcmixmeta object in jarbes
dpmmeta

Bayesian Meta-Analysis with Dirichlet Process Mixtures Priors
effect

Generic effect function.
diagnostic.hmr

Diagnostic function for hmr object in jarbes
diagnostic.metarisk

Diagnostic function for metarisk object in jarbes
dpmeta

Bayesian Meta-Analysis with Dirichlet Process Priors
diagnostic.bmeta

Diagnostic function for bmeta object in jarbes