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plots -- [ ] residuum plot -- density of iterations -- error/convergence plots -- [ ] trajectory plots of pi0, pi1
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optimization -- [ ] jump/optim -- [x] test jeffreys prior on simple example (postponed since ilya had peaking results)
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model -- [ ] gaussian mixture em fitting on the resulting posterior -- [x] simulate multiple periods and fit them to repeated patient data -- [ ] abstract model (generic model(par)->data) -- [ ] select sampled parameters
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mergesame(samples, weights)
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data -- [ ] check units -- [ ] y0 vs y0_m16 (!)
04.10.16
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federn -- test posterior estimation
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plots -- trajectory plots of pi0, pi* = argmax L, pi** = argmax L+h --- plot quantile ribbons -- kde of marginals for above
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pmle -- gradientascent not working?