2011/03/28 by T. Appourchaux, Appourchaux, T.
Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #Data Analysis #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #SAS software applications and methods #Scientific Research and Discoveries #Solar and Stellar Astrophysics (astro-ph.SR) #Statistics and Probability (physics.data-an)
paper · pdf · doi:10.48550/arxiv.1103.5352
openalex publication_date 2011/03/28 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
In this course, I try to provide a few basics required for performing data analysis in asteroseismology. First, I address how one can properly treat times series: the sampling, the filtering effect, the use of Fourier transform, the associated statistics. Second, I address how one can apply statistics for decision making and for parameter estimation either in a frequentist of a Bayesian framework. Last, I review how these basic principle have been applied (or not) in asteroseismology.