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BayesianDisaggregation
View on CRAN: Click
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Download and install BayesianDisaggregation package within the R console
Install from CRAN:
install.packages("BayesianDisaggregation")
Install from Github:
library("remotes")
install_github("cran/BayesianDisaggregation") Install by package version:
library("remotes")
install_version("BayesianDisaggregation", "0.1.2") Attach the package and use:
library("BayesianDisaggregation")
Maintained by
José Mauricio Gómez Julián
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First Published: 2025-10-16
Latest Update: 2025-10-16
Description:
Implements a novel Bayesian disaggregation framework that combines Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) dimension reduction of prior weight matrices with deterministic Bayesian updating rules. The method provides Markov Chain Monte Carlo (MCMC) free posterior estimation with built-in diagnostic metrics. While based on established PCA (Jolliffe, 2002) <doi:10.1007/b98835> and Bayesian principles (Gelman et al., 2013) <doi:10.1201/b16018>, the specific integration for economic disaggregation represents an original methodological contribution.
How to cite:
José Mauricio Gómez Julián (2025). BayesianDisaggregation: Bayesian Methods for Economic Data Disaggregation. R package version 0.1.2, https://cran.r-project.org/web/packages/BayesianDisaggregation. Accessed 06 Jun. 2026.
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