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MATLAB scripts for "A Bayesian Analysis of the Radioactive Releases of Fukushima" (AISTATS 2012)

Instructions

  1. Start MATLAB
  2. Set opengl to software (avoids unexpected MATLAB crash)
opengl software;
  1. Run the experiment
s_infer_fukushima1;

Results

west gate

Horizontal axis: dates. Vertical axis: dose rate in µSV/h.

half-lives

Horizontal axis: number of iterations. Area around each curve: confidence of the model (or strength of the support from data in the Bayesian sense) that a nuclide with the corresponding decay constant existed.

Reference

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MATLAB scripts to reproduce the results of our AISTATS 2012 paper

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