Trees and Forests for Distributional Regression
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Documentation for package ‘disttree’ version 0.2-0
- DESCRIPTION file.
- Code demos. Use demo() to run them.
Help Pages
| bread.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| coef.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| coef.disttree | Distributional Regression Tree |
| confint.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| distfamily | Preparation of family object of class 'disttree.family' as employed in 'distfit', 'disttree', and 'distforest' |
| distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| distforest | Distributional Regression Forests |
| disttree | Distributional Regression Tree |
| disttree_control | Auxiliary Function for Controlling 'disttree' Fitting |
| dist_binomial | Family List Generating Functions |
| dist_crch | Family List Generating Functions |
| dist_exponential | Family List Generating Functions |
| dist_gamma | Family List Generating Functions |
| dist_gaussian | Family List Generating Functions |
| dist_list_cens_normal | Family List Generating Functions |
| dist_list_hurdle_normal | Family List Generating Functions |
| dist_list_normal | Family List Generating Functions |
| dist_list_trunc_normal | Family List Generating Functions |
| dist_poisson | Family List Generating Functions |
| dist_weibull | Family List Generating Functions |
| dist_ztnbinom | Family List Generating Functions |
| estfun.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| family.disttree | Family List Generating Functions |
| fitted.disttree | Distributional Regression Tree |
| getSummary.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| gettree.distforest | Distributional Regression Forests |
| logLik.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| logLik.distforest | Distributional Regression Forests |
| logLik.disttree | Distributional Regression Tree |
| nobs.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| plot.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| predict.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| predict.distforest | Distributional Regression Forests |
| predict.disttree | Distributional Regression Tree |
| print.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| print.disttree | Distributional Regression Tree |
| print.summary.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| RainAxams | Observations and covariates for station Axams |
| residuals.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| summary.distfit | Maximum-Likelihood Fitting of Parametric Distributions |
| varimp.distforest | Distributional Regression Forests |
| vcov.distfit | Maximum-Likelihood Fitting of Parametric Distributions |