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Bayesian Bootstrap/Evidence
Method evidence record

Bayesian Bootstrap

The Bayesian Bootstrap, introduced by Donald B. Rubin in 1981, is a resampling method that produces a Bayesian counterpart to the frequentist bootstrap by assigning each observation a random weight drawn from a Dirichlet distribution. It yields a full posterior distribution for a statistic and allows prior information to be incorporated.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Rubin's Bayesian Bootstrap
Taxonomic method record · regression-model / statistics
  • Rubin, D. B. (1981). The Bayesian Bootstrap. The Annals of Statistics, 9(1), 130-134. · DOI 10.1214/aos/1176345338
  • Lo, A. Y. (1987). A Large Sample Study of the Bayesian Bootstrap. The Annals of Statistics, 15(1), 360-375. · DOI 10.1214/aos/1176350271
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Same method familyBlock Bootstrapmachine-suggested · Relational suggestion, not evidence.Same method familyBootstrap Inferencemachine-suggested · Relational suggestion, not evidence.Same method familyJackknifemachine-suggested · Relational suggestion, not evidence.Same method familyPermutation Testmachine-suggested · Relational suggestion, not evidence.Same method familyRandomization Inferencemachine-suggested · Relational suggestion, not evidence.

Evidence status

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Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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