Image Details

Choose export citation format:

Fast and Scalable Gaussian Process Modeling with Applications to Astronomical Time Series

  • Authors: Daniel Foreman-Mackey, Eric Agol, Sivaram Ambikasaran, and Ruth Angus

2017 The Astronomical Journal 154 220.

  • Provider: AAS Journals

Caption: Figure 6.

Bayesian information criterion (BIC) evaluated for the data from Figure 5 and different kernel choices. The x-axis shows the number of terms included in each model. The blue circles show models where the terms have been summed, and the orange squares indicate that the model is a product of terms. In the product models, the parameters S0 and Q are held fixed at 1 and ﹩1/\sqrt{2}﹩, respectively, for all but the first term. The dashed black line shows the minimum value of the BIC, and this corresponds to the model chosen in the text.

Other Images in This Article

Show More

Copyright and Terms & Conditions