I am trying to run several independent regressions together in vectorized format. The data looks something like this: In [8]: firing_data.head() Out[8]: Firing Laser Palatability Time 0 -1.339181 0.0 3 0 1 1.152318 1.0 3 0 2 0.321819 0.0 …

Sampling rate when running independent regressions in vectorized form

junpenglao June 13, 2018, 8:41pm 3

Maybe try putting a hyper prior on coeff_pal and initialise the sampler at the MLE?

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