State-Space Algorithms for Estimating Spike Rate Functions
Figure 2
Average mean squared errors (MSEs) computed for the simulation study. We show results for SS1 (red), SS2 (black), BARS (blue) and splines (green) for Examples 1–6 at three different noise levels. With SS1 and splines the MSE increases as the noise level increases whereas SS2 and BARS give more consistent results across the range of noise levels.
