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jarbes (version 2.4.2)

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

578

Version

2.4.2

License

GPL (>= 2)

Maintainer

Pablo Emilio Verde

Last Published

February 11th, 2026

Functions in jarbes (2.4.2)

diagnostic.bcmixmeta

Diagnostic function for bcmixmeta object in jarbes
diagnostic.bmeta

Diagnostic function for bmeta object in jarbes
cocluster_plot

Co-Clustering Heatmap from a Numeric Matrix
covid19

Meta-analysis: Observational studies assessing the impact of risk factors on the severity and mortality of COVID-19 cases
diagnostic.b3lmeta

Diagnostic function for b3lmeta object in jarbes
diagnostic

Generic diagnostic function.
diagnostic.bcdpmeta

Diagnostic function for bcdpmeta object in jarbes
colon_cancer

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

Individual Participant Data: Diabetic Eyes Data
diagnostic.bcmeta

Diagnostic function for bcmeta object in jarbes
effect

Generic effect function.
fnrpcr

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

Bayesian Meta-Analysis with Dirichlet Process Priors
effect.hmr

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

Diagnostic function for hmr object in jarbes
diagnostic.metarisk

Diagnostic function for metarisk object in jarbes
forestplot_compare

Forest Plot Comparison for One or Two Models
dpmetareg

Bayesian Meta-Analysis with Dirichlet Process Priors
dpmmeta

Bayesian Meta-Analysis with Dirichlet Process Mixtures Priors
healing

Efficacy of diabetic foot healing using adjuvant treatments
plot.bcbnp_0

Generic plot function for bcbnp_0 object.
personality

Meta-Analysis: Evolution of Personality Traits over time
hips

Meta-analysis: generalized evidence synthesis of total hip replacement
hmr

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

Generic plot function for bcbnp object.
plot.b3lmeta

Generic plot function for b3lmeta object in jarbes.
healingipd

Individual participant data for diabetic patients
macula_rwe

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

Bayesian meta-analysis for using baseline risk adjustment
longcovid

Meta-analysis: Long-COVID Health Outcomes
plot.bcmeta

Generic plot function for bcmeta object.
plot.bcdpmeta

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

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

Generic plot function for bcmixmeta object.
plot.dpmeta

Generic plot function for dpmeta object.
plot.dpmmeta

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

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

Generic print function for bcdpmeta object in jarbes.
print.bcbnp_0

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

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

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

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

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

Generic plot function for metarisk object in jarbes.
ppvcap

Efficacy of Pneumococcal Polysaccharide Vaccine in Preventing Community Acquired Pneumonia
print.dpmetareg

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

Generic print function for dpmmeta object in jarbes.
plotdata_reg.bcbnp

Plot Meta-Regression Results from a BCBNP Model
print.bcmeta

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

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

Generic print function for simData object.
simData

Simulate Data for Meta-Analysis
summary.hmr

Generic summary function for hmr object in jarbes
summary.bcdpmeta

Generic summary function for bcdpmeta object in jarbes
summary.bcmeta

Generic summary function for bcmeta object.
stemcells

Meta-analysis: 31 randomized controled trials (RCTs) with reported discrepancies
summary.bcmixmeta

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

Generic summary function for bmeta object in jarbes
plot.simData

Forest Plot for simData Objects
summary.dpmeta

Generic summary function for dpmmeta object in jarbes
preterm

Meta-analysis of Cognitive Outcomes in Very Preterm Children
plot_data

Plot Data Function
print.hmr

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

Generic print function for metarisk object in jarbes.
ppvipd

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

Generic summary function for dpmmeta object in jarbes
summary.metarisk

Generic summary function for metarisk object in jarbes
summary.bcbnp_0

Generic summary function for bcbnp_0 object in jarbes.
summary.bcbnp

Generic summary function for bcbnp object in jarbes.
summary.simData

Summary method for simData objects
summary.bmeta

Generic summary 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
bcmixmeta

Bias Corrected Meta-Analysis with Dirichlet Mixture Process Priors for the biased component
b3lmeta

Bayesian Meta-Analysis for Combining Studies
bcdpmeta

Bias Corrected Meta-Analysis with Dirichlet Process Priors
acupuncture

Meta-analysis: 29 randomized controlled studies (RCT) assessing the efficacy of acupuncture treatments as complementary treatment in depression patients
bcbnp_0

Bias Corrected Meta-Analysis and Meta-Regression with Dirichlet Mixture Process of normal distributions
bcmeta

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

Bayesian Meta-Analysis for Combining Studies
ai_distress

Meta-analayis of RCTs evaluating the effect of AI agents to reduce psychological distress effects
bcbnp

Bias Corrected Meta-Analysis and Meta-Regression with Dirichlet Process Mixture of normal distributions
bchmr

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