State-Space Algorithms for Estimating Spike Rate Functions
Figure 3
Example of performance of all four techniques applied to data from Example 6 with noise variance of 3. We show SS1 (a), SS2 (b), BARS (c), and splines (d). On each figure we show the raw count data (blue), mean estimated count (red), and true function used to generate the data (green). Each panel shows the 10 raw data curves and 10 estimated counts superposed. The SS1 and splines methods tend to track the noise whereas SS2 and BARS have more smoothing.
