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. Author manuscript; available in PMC: 2009 Dec 29.
Published in final edited form as: Neural Comput. 2009 Jul;21(7):1797–1862. doi: 10.1162/neco.2009.06-08-799

Table 4.

Duration Length Statistics of the UP and DOWN States from the Simulation Data.

True Sample Statistics
(from HMM)
Estimated
(from MCEM)
Mean (UP) −0.4005 −0.4468 −0.4212
SD (UP) 0.8481 0.6827 0.7735
Mean (DOWN) −1.9661 −2.1708 −2.0256
SD (DOWN) 0.6231 0.6335 0.6301