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baggr (version 0.2.0)

Bayesian Aggregate Treatment Effects

Description

Running and comparing meta-analyses of data with hierarchical Bayesian models in Stan, including convenience functions for formatting data, plotting and pooling measures specific to meta-analysis.

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Version

Install

install.packages('baggr')

Monthly Downloads

318

Version

0.2.0

License

GPL (>= 3)

Issues

45

Pull Requests

3

Stars

49

Forks

12

Maintainer

Witold Wiecek

Last Published

October 29th, 2019

Functions in baggr (0.2.0)

baggr_compare

(Run and) compare multiple baggr models
microcredit

7 studies on effect of microcredit supply
microcredit_simplified

Simplified version of the microcredit dataset.
pooling

Pooling metrics for baggr
schools

8 schools example
show_model

Show Stan code for baggr models or objects
prepare_ma

Convert from individual to summary data in meta-analyses
priors

Prior distributions in baggr
baggr-package

baggr - a package for Bayesian meta-analysis
effect_draw

Make posterior draws for treatment effect
group_effects

Extract baggr study effects
plot.baggr

Generic plot for baggr package
print.baggr

S3 print method for objects of class baggr (model fits)
baggr_plot

Plotting method in baggr package
treatment_effect

Average treatment effect in a baggr model
convert_inputs

Convert inputs for baggr models
effect_plot

Plot posterior distribution for treatment effect
loocv

Leave one group out cross-validation for baggr models
baggr

Bayesian aggregate treatment effects model