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r / packages / r-bms 0.3.5

Bayesian Model Averaging for linear models with a wide choice of (customizable) priors. Built-in priors include coefficient priors (fixed, hyper-g and empirical priors), 5 kinds of model priors, moreover model sampling by enumeration or various MCMC approaches. Post-processing functions allow for inferring posterior inclusion and model probabilities, various moments, coefficient and predictive densities. Plotting functions available for posterior model size, MCMC convergence, predictive and coefficient densities, best models representation, BMA comparison. Also includes Bayesian normal-conjugate linear model with Zellner's g prior, and assorted methods.

  • License: BSD_3_clause
  • Home: http://bms.zeugner.eu
  • 207 total downloads
  • Last upload: 1 year and 22 days ago

Installers

  • noarch v0.3.5

conda install

To install this package run one of the following:
conda install r::r-bms

Description


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