abms

Augmented Bayesian Model Selection for Regression Models

CRAN Package

Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.

  • Version0.1
  • R versionR (≥ 3.6.0)
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release03/13/2025

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  • Imports4 packages