LatentBMA
Bayesian Model Averaging for Univariate Link Latent Gaussian Models
Bayesian model averaging (BMA) algorithms for univariate link latent Gaussian models (ULLGMs). For detailed information, refer to Steel M.F.J. & Zens G. (2024) "Model Uncertainty in Latent Gaussian Models with Univariate Link Function" <doi:10.48550/arXiv.2406.17318>. The package supports various g-priors and a beta-binomial prior on the model space. It also includes auxiliary functions for visualizing and tabulating BMA results. Currently, it offers an out-of-the-box solution for model averaging of Poisson log-normal (PLN) and binomial logistic-normal (BiL) models. The codebase is designed to be easily extendable to other likelihoods, priors, and link functions.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.2 |
rolling linux/jammy R-4.5 | LatentBMA_0.1.2.tar.gz |
96.0 KiB |
0.1.2 |
rolling linux/noble R-4.5 | LatentBMA_0.1.2.tar.gz |
95.9 KiB |
0.1.2 |
rolling source/ R- | LatentBMA_0.1.2.tar.gz |
36.0 KiB |
0.1.2 |
latest linux/jammy R-4.5 | LatentBMA_0.1.2.tar.gz |
96.0 KiB |
0.1.2 |
latest linux/noble R-4.5 | LatentBMA_0.1.2.tar.gz |
95.9 KiB |
0.1.2 |
latest source/ R- | LatentBMA_0.1.2.tar.gz |
36.0 KiB |
0.1.2 |
2026-04-26 source/ R- | LatentBMA_0.1.2.tar.gz |
36.0 KiB |
0.1.2 |
2026-04-23 source/ R- | LatentBMA_0.1.2.tar.gz |
36.0 KiB |
0.1.2 |
2026-04-09 windows/windows R-4.5 | LatentBMA_0.1.2.zip |
97.5 KiB |
0.1.2 |
2025-04-20 source/ R- | LatentBMA_0.1.2.tar.gz |
36.0 KiB |