search for: dpmlmm

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2007 May 29
0
DPpackage - New version
...estimation: DPdensity (using DPM of normals), PTdensity (using Mixtures of Polya Trees), and BDPdensity (using Bernstein-Dirichlet prior). The first two functions allow uni- and multi-variate analysis. 2) Nonparametric random effects distributions in mixed effects models: 2.1) DPlmm and DPMlmm, using a DP/MDP and DPM of normals prior, respectively, for the linear mixed effects model. 2.2) DPglmm and DPMglmm, using a DP/MDP and DPM of normals prior, respectively, for generalized linear mixed effects models, respectively. The sampling(link) considered by these functions are bi...
2007 May 29
0
DPpackage - New version
...estimation: DPdensity (using DPM of normals), PTdensity (using Mixtures of Polya Trees), and BDPdensity (using Bernstein-Dirichlet prior). The first two functions allow uni- and multi-variate analysis. 2) Nonparametric random effects distributions in mixed effects models: 2.1) DPlmm and DPMlmm, using a DP/MDP and DPM of normals prior, respectively, for the linear mixed effects model. 2.2) DPglmm and DPMglmm, using a DP/MDP and DPM of normals prior, respectively, for generalized linear mixed effects models, respectively. The sampling(link) considered by these functions are bi...