The Development of Bayesian Statistical Models to Detect and Characterise Exoplanets
We are developing new modeling algorithms that use Markov-chain Monte Carlo (MCMC) methods, coupled to Bayesian statistics, with the goal of discovering new low-mass planets and better characterizing their host stars. A key part of this work is the development of new and improved noise models that consider the effects of both instrumental and stellar …
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