This is the course page for Inverse Methods in Astronomy - Tähtitieteen inversiomenetelmät
Advanced Course, 7 credits, 53834, Spring 2010, Periods 3 and 4
Course is held in Physicum, Mondays 14-16 in room D106 and Fridays 12-14 in room D105.
Lecturers: Heikki Haario, Thomas Hackman, Pasi Hakala, Karri Muinonen, Antti Penttilä and Jenni Virtanen
Lectures:
- Jan. 18, Introduction (Muinonen) and Introduction to statistical inference, including Bayesian methods (Penttilä)
- Jan. 22, Literature (Muinonen) and Markov-Chain Monte Carlo (MCMC) 1. Theory (Muinonen)
- Jan. 25, Markov-Chain Monte Carlo (MCMC) 2a. Application (Muinonen) and Markov-Chain Monte Carlo (MCMC) 2b. Application continued (Muinonen)
- Jan. 29, Stochastic Optimization with Application (Muinonen)
- Feb. 1, MCMC in practice - tools, convergence and results (Penttilä)
- Feb. 8, Doppler imaging (Hackman)
- Feb. 12, Inverse methods in Astronomy: MCMC (Haario)
- Mar. 1, Time series analysis and inversion of stellar photometry (Hackman)
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Inverse Methods in Astronomy, 2010
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Inverse Methods in Astronomy, 2010
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