A Bayesian CART algorithm
| Autor: | Adrian F. M. Smith, Bani K. Mallick, David G. T. Denison |
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| Rok vydání: | 1998 |
| Předmět: |
Statistics and Probability
Markov chain Applied Mathematics General Mathematics Monte Carlo method Bayesian probability Markov chain Monte Carlo Reversible-jump Markov chain Monte Carlo Bayesian inference Agricultural and Biological Sciences (miscellaneous) symbols.namesake symbols Probability distribution Statistics Probability and Uncertainty General Agricultural and Biological Sciences Bayesian linear regression Algorithm Mathematics |
| Zdroj: | Biometrika. 85:363-377 |
| ISSN: | 1464-3510 0006-3444 |
| DOI: | 10.1093/biomet/85.2.363 |
| Popis: | A stochastic search form of classification and regression tree (CART) analysis (Breiman et al., 1984) is proposed, motivated by a Bayesian model. An approximation to a probability distribution over the space of possible trees is explored using reversible jump Markov chain Monte Carlo methods (Green, 1995). |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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