MATLAB scripts to reproduce the results of our AISTATS 2012 paper
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README.md
fukushima1-9.png
halflives_fukushima.jpg

README.md

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