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pdensity
2007 May 29
0
DPpackage - New version
...etric and semi-parametric data analysis. So far, the package
includes models based on Dirichlet processes, Dirichlet process
mixtures of normals, Polya trees, and Random Bernstein polynomials. A
list of current functions is given next:
1) Density 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,
resp...
2007 May 29
0
DPpackage - New version
...etric and semi-parametric data analysis. So far, the package
includes models based on Dirichlet processes, Dirichlet process
mixtures of normals, Polya trees, and Random Bernstein polynomials. A
list of current functions is given next:
1) Density 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,
resp...