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LikelihoodProfilerLab

LikelihoodProfiler.jl experiments should go here.

Benchmarks

  • Which profiler is the best default for common model classes?
  • Which methods are fastest for smooth, stiff, constrained, or poorly identifiable models?
  • How robust are confidence interval endpoints across optimizers and profile strategies?

Application to Optimal Experimental Design (OED)

  • Experiments connecting profile likelihood confidence intervals with optimal experimental design criteria.

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Benchmarks and experiments with LikelihoodProfiler.jl

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