Trees and Forests for Distributional Regression


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Documentation for package ‘disttree’ version 0.1-0

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bread.distexfit Maximum-Likelihood Fitting of Parametric Distributions
bread.distfit Maximum-Likelihood Fitting of Parametric Distributions
coef.distexfit Maximum-Likelihood Fitting of Parametric Distributions
coef.distfit Maximum-Likelihood Fitting of Parametric Distributions
coef.disttree Distributional Regression Tree
confint.distexfit Maximum-Likelihood Fitting of Parametric Distributions
confint.distfit Maximum-Likelihood Fitting of Parametric Distributions
distexfit Maximum-Likelihood Fitting of Parametric Distributions
distextree Distributional Regression Tree
distextree_control Distributional Regression Tree
distfamily Preparation of family list as required in distexfit
distfit Maximum-Likelihood Fitting of Parametric Distributions
distforest Distributional Regression Forests
disttree Distributional Regression Tree
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.distexfit Maximum-Likelihood Fitting of Parametric Distributions
estfun.distfit Maximum-Likelihood Fitting of Parametric Distributions
getSummary.distexfit Maximum-Likelihood Fitting of Parametric Distributions
getSummary.distfit Maximum-Likelihood Fitting of Parametric Distributions
logLik.distexfit Maximum-Likelihood Fitting of Parametric Distributions
logLik.distfit Maximum-Likelihood Fitting of Parametric Distributions
logLik.distforest Distributional Regression Forests
logLik.disttree Distributional Regression Tree
make_dist_list Family list generating function applied in distfit
nobs.distexfit Maximum-Likelihood Fitting of Parametric Distributions
nobs.distfit Maximum-Likelihood Fitting of Parametric Distributions
plot.distexfit Maximum-Likelihood Fitting of Parametric Distributions
plot.distfit Maximum-Likelihood Fitting of Parametric Distributions
predict.distexfit 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.distexfit Maximum-Likelihood Fitting of Parametric Distributions
print.distfit Maximum-Likelihood Fitting of Parametric Distributions
print.disttree Distributional Regression Tree
print.summary.distexfit Maximum-Likelihood Fitting of Parametric Distributions
print.summary.distfit Maximum-Likelihood Fitting of Parametric Distributions
RainAxams Observations and covariates for station Axams
residuals.distexfit Maximum-Likelihood Fitting of Parametric Distributions
residuals.distfit Maximum-Likelihood Fitting of Parametric Distributions
summary.distexfit Maximum-Likelihood Fitting of Parametric Distributions
summary.distfit Maximum-Likelihood Fitting of Parametric Distributions
vcov.distexfit Maximum-Likelihood Fitting of Parametric Distributions
vcov.distfit Maximum-Likelihood Fitting of Parametric Distributions