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Fig. 5 | The Journal of Mathematical Neuroscience

Fig. 5

From: Goodness-of-Fit Tests and Nonparametric Adaptive Estimation for Spike Train Analysis

Fig. 5

Reconstructions of the intensity λ on simulated Poisson data. Reconstructions for (S-HomPoi) and (S-InPoi) over n trials, observed on [0,2]. <monospace>Th</monospace> corresponds to the adaptive histogram λ ˆ n Th , <monospace>GL</monospace> to the Goldenshluger and Lepski’s method λ ˆ n GL with the Gaussian kernel, <monospace>Kh</monospace> to a fixed bandwidth h=0.05 for the Gaussian kernel, <monospace>SWh</monospace> to the sliding window with h=0.05, <monospace>WN</monospace> to the Willett and Nowak’s method and <monospace>Kh</monospace>* to the rule of the thumb. Panel a corresponds to (S-HomPoi) with n=40, panel b to (S-InPoi) with n=40 and panel c to (S-InPoi) with n=200

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