Bayesian Model Averaging

Views Updated: Dec 15, 2025

Key Facts

Abbreviation
BMA
Pronunciation
/ˈbeɪziən ˈmɒdl ˈævərɪdʒɪŋ/
Category
Academic & Science
Related Field
Mathematics

Examples in Context

  1. Bayesian model averaging was used to combine the results across models and to provide a measure of uncertainty that reflects the choice of model and the sampling variability.
  2. Due to the uncertainty of the precipitation, the Bayesian Model Averaging(BMA) ( BMA ) is employed as the ensemble model for certain period, which can release both deterministic and probabilistic forecast.
  3. According to analyzing classical Structure Learning methods ( K2 and MCMC algorithms ), an improved Bayesian Networks Structure Learning algorithm is proposed which combined with the merits of above two algorithms and the idea of model averaging.

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