This package is considered a duplicate. The official version of this package is found at:https://badp-project.r-universe.dev/badp

Package: badp 0.5.0

Marcin Dubel

badp: Bayesian Averaging for Dynamic Panels

Implements Bayesian model averaging for dynamic panels with weakly exogenous regressors as described in the paper by Moral-Benito (2013, <doi:10.1080/07350015.2013.818003>). The package provides functions to estimate dynamic panel data models and analyze the results of the estimation.

Authors:Krzysztof Beck [aut], Piotr Cukier [aut], Marcin Dubel [aut, cre], Mariusz Szczepanczyk [aut], Mateusz Wyszynski [aut]

badp_0.5.0.tar.gz
badp_0.5.0.tar.gz(r-4.7-arm64)badp_0.5.0.tar.gz(r-4.7-x86_64)badp_0.5.0.tar.gz(r-4.6-arm64)badp_0.5.0.tar.gz(r-4.6-x86_64)
badp_0.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
badp/json (API)
NEWS

# Install 'badp' in R:

install.packages('badp', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/badp-project/badp/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3

Datasets:

economic_growth - Economic Growth Data
full_bma_results - Example output of the bma function
full_model_space - Example output of 'optim_model_space'
migration_data - Migration data in the original format
migration_model_space - Example output of 'optim_model_space' in the case of migration data
migration_model_space_nonnested - Example output of 'optim_model_space' in the case of migration data obtained with nonnested approach.
model_space_nonnested - Example output of 'optim_model_space' for non-nested models
original_economic_growth - Economic Growth Data in the original format
small_model_space - Example output of 'optim_model_space'

On CRAN:

openblas cpp

3.00 score 4 scripts 644 downloads 30 exports 44 dependencies

Last updated from:e6b4c10b7b. Checks:6 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	166
linux-devel-x86_64	OK	174
source / vignettes	OK	291
linux-release-arm64	OK	177
linux-release-x86_64	OK	165
wasm-release	OK	123

Exports:best_models bma coef_hist compute_model_space_stats exogenous_matrix extract_names feature_standardization hessian init_model_space_params join_lagged_col jointness matrices_from_df model_pmp model_sizes nested_optimization_wrapper nested_std_dev_from_params non_nested_optimization_wrapper non_nested_std_dev_from_params optim_model_space optim_model_space_params posterior_dens regressor_names_from_params_vector residual_maker_matrix sem_B_matrix sem_C_matrix sem_dep_var_matrix sem_likelihood sem_psi_matrix sem_regressors_matrix sem_sigma_matrix

Dependencies:cli cpp11 dplyr evaluate farver generics ggplot2 glue gridExtra gtable highr isoband knitr labeling lattice lifecycle magrittr Matrix optimbase patchwork pbapply pillar pkgconfig purrr R6 RColorBrewer Rcpp RcppArmadillo rje rlang rootSolve S7 scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr xfun yaml

badp: Bayesian model averaging for dynamic panels with weakly exogenous regressors

Krzysztof Beck^1,2^, Piotr Cukier^2^, Marcin Dubel^2^, Mariusz Szczepańczyk^2^, Mateusz Wyszyński^3^

Rendered frombadp_vignette.Rmdusingknitr::rmarkdownon Jun 13 2026.

Last update: 2026-05-14
Started: 2026-03-11

Help page	Topics
Table with the best models according to one of the posterior criteria	best_models
Calculation of the bma object	bma
Graphs of the distribution of the coefficients over the model space	coef_hist
Extract posterior statistics from Bayesian Model Averaging Results	coef.badp_bma
Approximate standard deviations for the models	compute_model_space_stats
Economic Growth Data	economic_growth
Perform feature standardization	feature_standardization
Example output of the bma function	full_bma_results
Example output of 'optim_model_space'	full_model_space
Calculation of the jointness measures	jointness
Migration data in the original format	migration_data
Example output of 'optim_model_space' in the case of migration data	migration_model_space
Example output of 'optim_model_space' in the case of migration data obtained with nonnested approach.	migration_model_space_nonnested
Graphs of the prior and posterior model probabilities for the best individual models	model_pmp
Graphs of the prior and posterior model probabilities of the model sizes	model_sizes
Example output of 'optim_model_space' for non-nested models	model_space_nonnested
Calculation of the model_space object	optim_model_space
Finds MLE parameters for each model in the given model space	optim_model_space_params
Economic Growth Data in the original format	original_economic_growth
Plot Bayesian Model Averaging Results	plot.badp_bma
Graphs of the posterior densities of the coefficients	posterior_dens
Print Best Models Tables	print.badp_best_models
Print Bayesian Model Averaging Results	print.badp_bma
Print Coefficient Tables from Bayesian Model Averaging	print.badp_bma_coef
Print a Drawable Best-Models Grob	print.badp_drawable_grob
Print Model Space Object	print.badp_model_space
Print Summary of Bayesian Model Averaging Results	print.summary.badp_bma
Print Summary of a Model Space Object	print.summary.badp_model_space
Likelihood for the SEM model	sem_likelihood
Example output of 'optim_model_space' (small version)	small_model_space
Summarize Bayesian Model Averaging Results	summary.badp_bma
Summarize a Model Space Object	summary.badp_model_space

Package: badp 0.5.0

badp: Bayesian Averaging for Dynamic Panels

badp: Bayesian model averaging for dynamic panels with weakly exogenous regressors

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)