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jarbes (version 2.2.5)

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

425

Version

2.2.5

License

GPL (>= 2)

Maintainer

Pablo Emilio Verde

Last Published

March 28th, 2025

Functions in jarbes (2.2.5)

bmeta

Bayesian Meta-Analysis for Combining Studies
acupuncture

Meta-analysis: 29 randomized controlled studies (RCT) assessing the efficacy of acupuncture treatments as complementary treatment in depression patients
bchmr

Bias-Corrected Bayesian Nonparametric Model to combine aggregated and individual participant data for cross design synthesis.
bcmixmeta

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

Bias Corrected Meta-Analysis with Dirichlet Process Priors
covid19

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

Diagnostic function for bcdpmeta object in jarbes
bcmeta

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

Meta-analysis: Real World Evidence in metastatic colorectal cancer, comparing antiangiogenic treatments with chemotherapy
b3lmeta

Bayesian Meta-Analysis for Combining Studies
diagnostic.bcmeta

Diagnostic function for bcmeta object in jarbes
hmr

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

Diagnostic function for bcmixmeta object in jarbes
diagnostic

Generic diagnostic function.
diabetes_eyes

Individual Participant Data: Diabetic Eyes Data
dpmeta

Bayesian Meta-Analysis with Dirichlet Process Priors
diagnostic.b3lmeta

Diagnostic function for b3lmeta object in jarbes
diagnostic.bmeta

Diagnostic function for bmeta object in jarbes
dpmetareg

Bayesian Meta-Analysis with Dirichlet Process Priors
diagnostic.hmr

Diagnostic function for hmr object in jarbes
diagnostic.metarisk

Diagnostic function for metarisk object in jarbes
dpmmeta

Bayesian Meta-Analysis with Dirichlet Process Mixtures Priors
healingipd

Individual participant data for diabetic patients
plot.bcdpmeta

Generic plot function for bcdpmeta object in jarbes.
hips

Meta-analysis: generalized evidence synthesis of total hip replacement
plot.metarisk

Generic plot function for metarisk object in jarbes.
effect

Generic effect function.
print.bcmeta

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

Posterior distribution of Effectiveness for a subgroup of patients
healing

Efficacy of diabetic foot healing using adjuvant treatments
plot.bmeta

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

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

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

Generic summary function for bmeta object in jarbes
print.bmeta

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

Generic summary function for dpmmeta object in jarbes
print.b3lmeta

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

Generic print function for bcmixmeta object in jarbes.
plot.dpmeta

Generic plot function for bmeta object in jarbes.
ppvcap

Efficacy of Pneumococcal Polysaccharide Vaccine in Preventing Community Acquired Pneumonia
macula_rwe

Meta-analysis: 83 observational studies assessing the effectiveness of intravitreal therapy for diabetic maculaedema
ppvipd

Efficacy of Pneumococcal Polysaccharide Vaccine in Preventing Invasive Pneumococcal Disease
stemcells

Meta-analysis: 31 randomized controled trials (RCTs) with reported discrepancies
print.bchmr

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

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

Generic print function for hmr object in jarbes.
summary.b3lmeta

Generic summary function for bmeta object in jarbes
fnrpcr

Meta-Analysis: Variation in False-Negative Rate of Reverse Transcriptase Polymerase Chain Reaction–Based SARS-CoV-2 Tests by Time Since Exposure
longcovid

Meta-analysis: Long-COVID Health Outcomes
print.dpmetareg

Generic print function for dpmeta object in jarbes.
plot.b3lmeta

Generic plot function for b3lmeta object in jarbes.
metarisk

Bayesian meta-analysis for using baseline risk adjustment
print.metarisk

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

Generic print function for bcdpmeta object in jarbes.
plot.dpmmeta

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

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

Generic summary function for bcdpmeta object in jarbes
summary.metarisk

Generic summary function for metarisk object in jarbes
summary.dpmmeta

Generic summary function for dpmmeta object in jarbes
trisomy21

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

Generic summary function for bcmeta object in jarbes
summary.hmr

Generic summary function for hmr object in jarbes