Denison, David G. T.; Mallick, Bani K.; Smith, Adrian F. M. A Bayesian CART algorithm. (English) Zbl 1048.62502 Biometrika 85, No. 2, 363-377 (1998). Summary: A stochastic search form of classification and regression tree (CART) analysis 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. Cited in 1 ReviewCited in 44 Documents MSC: 62F15 Bayesian inference 62H30 Classification and discrimination; cluster analysis (statistical aspects) 65C60 Computational problems in statistics (MSC2010) 65C40 Numerical analysis or methods applied to Markov chains Keywords:Bayesian method; Classification tree; Regression tree; Reversible jump Markov chain Monte Carlo. PDFBibTeX XMLCite \textit{D. G. T. Denison} et al., Biometrika 85, No. 2, 363--377 (1998; Zbl 1048.62502) Full Text: DOI