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. Author manuscript; available in PMC: 2015 Mar 1.
Published in final edited form as: Ann Appl Stat. 2014 Mar 1;8(1):148–175. doi: 10.1214/13-AOAS705

Table 1.

Simulation study: specification of the HMM hyperparameters.

HMM parameters State 1 State 2 State 3 State 4
δj −1 0 .58 1
τj 1 1 1 2
lowηj −∞ −.1 .1 η3 + σ3
uppηj −.1 .1 .73
uppσj .41 .41 .41 1