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STUDIES IN ASTRONOMICAL TIME SERIES ANALYSIS. VI. BAYESIAN BLOCK REPRESENTATIONS

  • Authors: Jeffrey D. Scargle, Jay P. Norris, Brad Jackson, and James Chiang

Scargle et al. 2013 The Astrophysical Journal 764 167.

  • Provider: AAS Journals

Caption: Figure 9.

Multivariate analysis of synthetic signal consisting of two blocks surrounding a Gaussian shape centered on the interval [0, 1] (solid line). Optimal blocks for three independent data series drawn randomly from the probability distribution corresponding to this signal are thin lines: 1024 event times (dash), 4096 events in 32 bins (dot-dash), and 32 random amplitudes normally distributed with mean equal to the signal at random times uniformly distributed on [0, 1] and constant variance (dots). The thicker dashed line is the combined analysis of all three.

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