Skip to main content

Table 1 ImpulseDE parameters for the four models in the low variance setting

From: Lag penalized weighted correlation for time series clustering

Parameters Model 1 Model 2 Model 3 Model 4 Parameter variation
β1 0.8 1.2 1.5 1.2 Uniform(0, 0.5)
h0 7 13 17 4 Uniform(-3, 3)
h1 20 6 10 12 Uniform(-3, 3)
h2 14 20 4 20 Uniform(-3, 3)
t1 5 8 20 6 Uniform(0, 3)
t2 40 23 40 44 Uniform(0, 3)
  1. β1 controls the curvature in the model, h0,h1,h2 control the three different expression state levels, and t1 and t2 control the time of expression increase and decrease