Improving exoplanet detection power: Multivariate Gaussian process models for stellar activity-Reference-Cited by-同舟云学术

Improving exoplanet detection power: Multivariate Gaussian process models for stellar activity

Published:2022-06-01 Issue:2 Volume:16 Page:
ISSN:1932-6157
Container-title:The Annals of Applied Statistics
language:
Short-container-title:Ann. Appl. Stat.

Author:

Jones David E.¹,Stenning David C.²,Ford Eric B.³,Wolpert Robert L.⁴,Loredo Thomas J.⁵,Gilbertson Christian³,Dumusque Xavier⁶

Affiliation:

1. Department of Statistics, Texas A&M University

2. Department of Statistics and Actuarial Science, Simon Fraser University

3. Department of Astronomy and Astrophysics, Pennsylvania State University

4. Department of Statistical Science, Duke University

5. Cornell Center for Astrophysics and Planetary Science, Cornell University

6. Observatoire Astronomique de l’Université de Genève

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Reference41 articles.

1. ADLER, R. J. (2010). The Geometry of Random Fields. Classics in Applied Mathematics 62. SIAM, Philadelphia, PA.

2. AIGRAIN, S., PONT, F. and ZUCKER, S. (2012). A simple method to estimate radial velocity variations due to stellar activity using photometry. Mon. Not. R. Astron. Soc. 419 3147–3158.

3. ÁLVAREZ, M. A. and LAWRENCE, N. D. (2011). Computationally efficient convolved multiple output Gaussian processes. J. Mach. Learn. Res. 12 1459–1500.

4. ARENTOFT, T., KJELDSEN, H., BEDDING, T. R., BAZOT, M., CHRISTENSEN-DALSGAARD, J., DALL, T. H., KAROFF, C., CARRIER, F., EGGENBERGER, P. et al. (2008). A multisite campaign to measure solar-like oscillations in procyon. I. Observations, data reduction, and slow variations. Astrophys. J. 687 1180.

5. BAUMANN, I. and SOLANKI, S. K. (2005). On the size distribution of sunspot groups in the Greenwich sunspot record 1874–1976. Astron. Astrophys. 443 1061–1066.

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