Research Article

Estimating Latent Attentional States Based on Simultaneous Binary and Continuous Behavioral Measures

Figure 2

Simulation result. (a) ground truth state sequences. (b) State duration at each trial. (c) Behavioral choice. (d) HSMM estimated state sequence (blue) based on binary behavioral outcomes only (green: state posterior probability). (e) HSMM estimated state sequence (red) based on both binary and continuous behavioral measures (note the MAP and posterior probability nearly overlap). (f) Estimation error between (a) and (e).
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