- Approximate Bayesian computation
**Approximate Bayesian computation (ABC)**is a family of computational techniques inBayesian statistics . These simulation techniques operate on summary data (such as population mean, or variance) to make broad inferences with less computation than might be required if all available data were analyzed in detail.**ee also**Markov chain Monte Carlo **References***cite journal|last = Pritchard|first = J. K.|coauthors = Seielstad, M. T., Perez-Lezaun, A., and Feldman, M. T.|title = Population Growth of Human Y Chromosomes: A Study of Y Chromosome Microsatellites|journal = Mol. Biol. Evol.|volume = 16|date = 1999|pages = 1791–1798

*cite journal|last = Beaumont|first = M. A.|coauthors = Zhang, W. and Balding, D. J.|title = Approximate Bayesian Computation in Population Genetics|journal = Genetics|volume = 162|date = Dec 2002|pages = 2025–2035|url = http://www.genetics.org/cgi/content/abstract/162/4/2025|pmid = 12524368

*cite journal|last = Marjoram|first = P.|coauthors = Molitor, J., Plagnol, V. and Tavaré, S.|title = Markov chain Monte Carlo without likelihoods|journal = P Natl Acad Sci USA|volume = 100|number = 26|date = 2003|pages = 15324–15328|doi = 10.1073/pnas.0306899100|pmid = 14663152

*cite journal|last = Plagnol|first = V.|coauthors = Tavaré, S.|title = Approximate Bayesian computation and MCMC|journal = Monte Carlo and Quasi-Monte Carlo Methods 2002|year = 2004|url = http://www-gene.cimr.cam.ac.uk/vplagnol/papers/vpst-web.pdf (The link is to a preprint.)

*Wikimedia Foundation.
2010.*

### Look at other dictionaries:

**Bayesian probability**— Bayesian statistics Theory Bayesian probability Probability interpretations Bayes theorem Bayes rule · Bayes factor Bayesian inference Bayesian network Prior · Posterior · Likelihood … Wikipedia**Bayesian inference**— is statistical inference in which evidence or observations are used to update or to newly infer the probability that a hypothesis may be true. The name Bayesian comes from the frequent use of Bayes theorem in the inference process. Bayes theorem… … Wikipedia**Bayesian inference in phylogeny**— generates a posterior distribution for a parameter, composed of a phylogenetic tree and a model of evolution, based on the prior for that parameter and the likelihood of the data, generated by a multiple alignment. The Bayesian approach has… … Wikipedia**Bayesian network**— A Bayesian network, Bayes network, belief network or directed acyclic graphical model is a probabilistic graphical model that represents a set of random variables and their conditional dependencies via a directed acyclic graph (DAG). For example … Wikipedia**Credible interval**— Bayesian statistics Theory Bayesian probability Probability interpretations Bayes theorem Bayes rule · Bayes factor Bayesian inference Bayesian network Prior · Posterior · Likelihood … Wikipedia**Prior probability**— Bayesian statistics Theory Bayesian probability Probability interpretations Bayes theorem Bayes rule · Bayes factor Bayesian inference Bayesian network Prior · Posterior · Likelihood … Wikipedia**Conjugate prior**— Bayesian statistics Theory Bayesian probability Probability interpretations Bayes theorem Bayes rule · Bayes factor Bayesian inference Bayesian network Prior · Posterior · Likelihood … Wikipedia**Principle of maximum entropy**— This article is about the probability theoretic principle. For the classifier in machine learning, see maximum entropy classifier. For other uses, see maximum entropy (disambiguation). Bayesian statistics Theory Bayesian probability Probability… … Wikipedia**List of statistics topics**— Please add any Wikipedia articles related to statistics that are not already on this list.The Related changes link in the margin of this page (below search) leads to a list of the most recent changes to the articles listed below. To see the most… … Wikipedia**Graphics processing unit**— GPU redirects here. For other uses, see GPU (disambiguation). GeForce 6600GT (NV43) GPU A graphics processing unit or GPU (also occasionally called visual processing unit or VPU) is a specialized circuit designed to rapidly manipulate and alter… … Wikipedia