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Discussion of big Bayes stories and BayesBag

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Publication:254383
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DOI10.1214/13-STS460zbMath1332.62086arXiv1405.4977OpenAlexW3098726611MaRDI QIDQ254383

Peter Bühlmann

Publication date: 8 March 2016

Published in: Statistical Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1405.4977


Mathematics Subject Classification ID

Bayesian inference (62F15)


Related Items

Reproducible model selection using bagged posteriors, Distributionally robust and generalizable inference


Uses Software

  • TETRAD


Cites Work

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  • Bagging predictors
  • On asymptotically optimal confidence regions and tests for high-dimensional models
  • Statistical significance in high-dimensional linear models
  • Estimating high-dimensional intervention effects from observational data
  • Causation, prediction, and search
  • Heuristics of instability and stabilization in model selection
  • p-Values for High-Dimensional Regression
  • A Perturbation Method for Inference on Regularized Regression Estimates
  • Bayesian Variable Selection in Linear Regression
  • 10.1162/153244302760200704
  • Identifiability of Gaussian structural equation models with equal error variances
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