CosmoHammer: Cosmological parameter estimation with the MCMC Hammer.
Joël AkeretSebastian SeeharsAdam AmaraAlexandre RefregierAndré CsillaghyPublished in: Astron. Comput. (2013)
Keyphrases
- parameter estimation
- markov chain monte carlo
- posterior distribution
- metropolis hastings algorithm
- approximate inference
- maximum likelihood
- least squares
- model selection
- markov random field
- gibbs sampling
- em algorithm
- expectation maximization
- statistical models
- parameter estimation algorithm
- parameter values
- random fields
- model fitting
- generative model
- markov chain
- maximum likelihood estimation
- monte carlo
- estimation problems
- parameters estimation
- structure learning
- data association
- machine learning