Statistical methods for data analysis in Astrophysics and Cosmology (2ECTS)

Speaker:  Carlo Schimd - Aix-Marseille Université
  Thursday, October 26, 2023 at 1:30 PM

Abstract
Starting from the formal description of stochastic processes, these lectures will present several methods to analyse time-series and random fields emerging in natural sciences, including the estimation of N-point correlation functions, spectral analysis of regularly and irregularly sampled signals, the solution of inverse problems by deconvolution and filtering techniques (pseudo-inverse, Wiener, Richardson-Lucy, regularization), and multivariate analysis (PCA, FPCA).

Schedule of the minicourse

  • Lesson 1, 13:30-15:30, Friday 27th of October, Room G, Ca'Vignal 2 
  • Lesson 2, 13:30-15:30, Thursday 2nd of November, Aula Atrio, Ca'Vignal 1
  • Lesson 3, 16:30-18:30, Wednesday 7th of November, Room G, Ca'Vignal 2  
  • Lesson 4, 13:30-16:30, Thursday 9th of November, Aula Atrio, Ca'Vignal 1 
  • Lesson 5, 13:30-16:30, Friday 10th of November, Room G, Ca'Vignal 2 

Programme Director
Nicola Sansonetto

External reference
Publication date
October 23, 2023

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