Nonparametric Statistics: A Mixtures of Finite Polya Trees

NONPARAMETRIC STATISTICS A MIXTURES OF FINITE POLYA TREES by Asri Ode Samura Tadris Matematika, IAIN Ternate Asri22samura@gmail. com This Writing be explained an approach in nonparametric Bayesian, a mixture of Polya tree (MPT). MPT uses a partition of supports from a density of its original distribution. In general, the density keeps the original form of the distribution in every mixture of partition as well as adds a new parameter obtained from conditional probabilities. A model of Polya tree can be applied widely and also can be programmed easily by giving MCMC scheme to fit the original parametric model. Bayesian, A generalized liniear mixed model, GLMM