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Functions to perform inference via simulation from the posterior distributions for Bayesian nonparametric and semiparametric models. Although the name of the package was motivated by the Dirichlet Process prior, the package considers and will consider other priors on functional spaces. So far, DPpackage includes models considering Dirichlet Processes, Dependent Dirichlet Processes, Dependent Poisson- Dirichlet Processes, Hierarchical Dirichlet Processes, Polya Trees, Linear Dependent Tailfree Processes, Mixtures of Triangular distributions, Random Bernstein polynomials priors and Dependent Bernstein Polynomials. The package also includes models considering Penalized B-Splines. Includes semiparametric models for marginal and conditional density estimation, ROC curve analysis, interval censored data, binary regression models, generalized linear mixed models, IRT type models, and generalized additive models. Also contains functions to compute Pseudo-Bayes factors for model comparison, and to elicitate the precision parameter of the Dirichlet Process. To maximize computational efficiency, the actual sampling for each model is done in compiled FORTRAN. The functions return objects which can be subsequently analyzed with functions provided in the 'coda' package.

Type Size Name Uploaded Downloads Labels
conda 2.8 MB | win-64/r-dppackage-1.1_7.4-r40he816bda_1004.tar.bz2  4 years and 2 months ago 824 main
conda 2.7 MB | win-64/r-dppackage-1.1_7.4-r41he816bda_1004.tar.bz2  4 years and 2 months ago 827 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r40h749f5a1_1004.tar.bz2  4 years and 2 months ago 158 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r41h749f5a1_1004.tar.bz2  4 years and 2 months ago 154 main
conda 2.9 MB | linux-64/r-dppackage-1.1_7.4-r41h859d828_1004.tar.bz2  4 years and 2 months ago 2797 main
conda 2.9 MB | linux-64/r-dppackage-1.1_7.4-r40h859d828_1004.tar.bz2  4 years and 2 months ago 2753 main
conda 2.8 MB | win-64/r-dppackage-1.1_7.4-r40h87ffe87_1004.tar.bz2  4 years and 9 months ago 1013 main
conda 2.8 MB | win-64/r-dppackage-1.1_7.4-r36h87ffe87_1004.tar.bz2  4 years and 9 months ago 984 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r40h43cf36c_1004.tar.bz2  4 years and 9 months ago 280 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r40ha752707_1004.tar.bz2  4 years and 9 months ago 294 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r36ha752707_1004.tar.bz2  4 years and 9 months ago 288 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r36h43cf36c_1004.tar.bz2  4 years and 9 months ago 290 main
conda 2.8 MB | linux-64/r-dppackage-1.1_7.4-r40h31ca83e_1004.tar.bz2  4 years and 9 months ago 3092 main
conda 2.9 MB | linux-64/r-dppackage-1.1_7.4-r36h580db52_1004.tar.bz2  4 years and 9 months ago 3079 main
conda 2.8 MB | linux-64/r-dppackage-1.1_7.4-r36h31ca83e_1004.tar.bz2  4 years and 9 months ago 2995 main
conda 2.8 MB | linux-64/r-dppackage-1.1_7.4-r40h580db52_1004.tar.bz2  4 years and 9 months ago 3054 main
conda 2.8 MB | win-64/r-dppackage-1.1_7.4-r40h17ddedb_1003.tar.bz2  5 years and 2 months ago 1069 main
conda 2.8 MB | win-64/r-dppackage-1.1_7.4-r36h17ddedb_1003.tar.bz2  5 years and 2 months ago 1044 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r40h384270c_1003.tar.bz2  5 years and 2 months ago 336 main
conda 2.8 MB | linux-64/r-dppackage-1.1_7.4-r40h9bbef5b_1003.tar.bz2  5 years and 2 months ago 3455 main
conda 2.8 MB | linux-64/r-dppackage-1.1_7.4-r36h9bbef5b_1003.tar.bz2  5 years and 2 months ago 3430 main
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r36h384270c_1003.tar.bz2  5 years and 2 months ago 336 main
conda 2.8 MB | win-64/r-dppackage-1.1_7.4-r36h17ddedb_1002.tar.bz2  5 years and 11 months ago 1398 main cf202003
conda 2.8 MB | win-64/r-dppackage-1.1_7.4-r35h17ddedb_1002.tar.bz2  5 years and 11 months ago 1414 main cf202003
conda 2.8 MB | osx-64/r-dppackage-1.1_7.4-r36h85e41a7_1002.tar.bz2  5 years and 11 months ago 354 main cf202003

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