Articles with "catalytic prior" as a keyword



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Catalytic prior distributions with application to generalized linear models

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Published in 2020 at "Proceedings of the National Academy of Sciences of the United States of America"

DOI: 10.1073/pnas.1920913117

Abstract: Significance We propose a strategy for building prior distributions that stabilize the estimation of complex “working models” when sample sizes are too small for standard statistical analysis. The stabilization is achieved by supplementing the observed… read more here.

Keywords: estimation; catalytic prior; generalized linear; model ... See more keywords