Random data sketching lets Bayesian varying coefficient regression run on compressed data with posterior contraction and nearly equivalent predictive performance to the uncompressed model.
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Bayesian Data Sketching for Varying Coefficient Regression Models
Random data sketching lets Bayesian varying coefficient regression run on compressed data with posterior contraction and nearly equivalent predictive performance to the uncompressed model.