condgaussmixt           The conditional Gaussian mixture distribution
condhparetomixt         The conditional hybrid Pareto mixture
                        distribution
condhparetomixt.cvtrain.tailpen
                        Cross-validation of the conditinal mixture with
                        hybrid Pareto components with a tail penalty
                        added to the negative log-likelihood for
                        training.
condmixt-package        Conditional Density Estimation with Neural
                        Network Conditional Mixtures
condmixt.dirac.negloglike
                        Negative log-likelihood for conditional mixture
                        with a discrete component at zero.
condmixt.fit            Maximum likelihood estimation for conditional
                        mixture parameters
condmixt.foldtrain      Training of conditional mixtures and evaluation
                        of the negative log-likelihood on validation
                        data
condmixt.fwd            Forward pass in neural network conditional
                        mixtures
condmixt.init           Conditional mixture parameter initial values
condmixt.nll            Negative log-likelihood for conditional
                        mixtures
condmixt.quant          Quantile computation for conditional mixtures.
condmixt.train          Training of conditional mixtures
gaussmixt               Mixture of Gaussians
gaussmixt.init          Provides initial values for the parameters of a
                        mixture of Gaussians based on a sample.
gpd.mme                 Moment Estimator for the Generalized and the
                        Hybrid Pareto Distribution
hillest                 Hill Estimator
hpareto                 The Hybrid Pareto Distribution
hpareto.alpha           Auxillary Parameters of the Hybrid Pareto
                        Distribution
hpareto.negloglike      Hybrid Pareto Maximum Likelihood Estimation
hparetomixt             Mixture of hybrid Paretos
hparetomixt.disp        Display the Hybrid Pareto Mixture Parameters
hparetomixt.init        Provides initial values for the parameters of a
                        mixture of hybrid Paretos based on a sample.
hparetomixt.negloglike
                        Maximum Likelihood Estimation for a Mixture of
                        Hybrid Paretos
hparetomixt.negloglike.tailpen
                        Maximum Likelihood Estimation for a Mixture of
                        Hybrid Paretos with Tail Penalty
kneigh.condquant        Conditional quantile estimation from nearest
                        neighbors.
lambertw                Lambert W Function
lognormixt              Mixture of Log-Normals
softplus                Softplus Transform
