MATLAB scripts for "A Bayesian Analysis of the Radioactive Releases of Fukushima" (AISTATS 2012)
Instructions
- Start MATLAB
- Set opengl to software (avoids unexpected MATLAB crash)
opengl software;- Run the experiment
s_infer_fukushima1;Results
Horizontal axis: dates. Vertical axis: dose rate in µSV/h.
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
- R. Tomioka & M. Mørup (2012) A Bayesian Analysis of the Radioactive Releases of Fukushima . In Proc. AI & Stats. 2012, La Palma, Spain.