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Mar 31, 20261 min read

Reduced summaries of data that capture key information relevant to inference, used in ABC to compare observed and simulated data without calculating full likelihoods.

Related Claims

  • ABC bypasses likelihood evaluation through data simulation
  • ABC enables model selection through comparison of observed and simulated data
  • Generalist ABC package accommodates flexible model and algorithm choice
  • User-defined data simulation enables generalist ABC implementation

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Backlinks

  • ABC bypasses likelihood evaluation through data simulation
  • ABC enables model selection through comparison of observed and simulated data
  • ABC frameworks balance computational tractability with inferential precision through architectural tradeoffs
  • Approximate Bayesian Computation Framework
  • Generalist ABC package accommodates flexible model and algorithm choice
  • Metric on tree shapes groups phylogenetically similar trees
  • Root node label uniquely defines binary tree shape
  • User-defined data simulation enables generalist ABC implementation
  • models

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