Precomputing sufficient statistics in Stan speeds up Bayesian sampling for several popular models, with gains that grow as the number of observations increases.
, author Andreani, V
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.CO 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Probabilistic Programming with Sufficient Statistics for faster Bayesian Computation
Precomputing sufficient statistics in Stan speeds up Bayesian sampling for several popular models, with gains that grow as the number of observations increases.