Author: David Moriña (Centre for Research in Environmental Epidemiology, CREAL), Manuel Higueras (Universitat Autònoma de Barcelona and Public Health England) and Pedro Puig (Universitat Autònoma de Barcelona)
Maintainer: David Moriña Soler <david.morina@uab.cat>
Description: Probability functions and utilities for the generalized Hermite distribution

Author: David Moriña, Manuel Higueras, Pedro Puig and María Oliveira
Description: Probability functions and other utilities for the generalized Hermite distribution.

Description: Probability functions for the generalized Hermite distribution

Title: Efficient Sequential and Batch Estimation of Probability Density
Functions, Cumulative Distribution Functions and Quantiles
Description: Facilitates estimation of the full probability density function,
cumulative distribution function and quantile function using Hermite series
based estimators. These estimators are particularly useful in the sequential
setting (both stationary and non-stationary) and one-pass batch estimation
Based on: Stephanou, Michael, Varughese, Melvin and Iain Macdonald. "Sequential quantiles via Hermite series density estimation." Electronic Journal of Statistics 11.1 (2017): 570-607 <doi:10.1214/17-EJS1245> and
Stephanou, Michael and Varughese, Melvin. "On the properties of Hermite series based distribution function estimators." Metrika (2020) <doi:10.1007/s00184-020-00785-z>.
Suggests: testthat, magrittr, knitr, rmarkdown, dplyr, data.table,

Title: Efficient Sequential and Batch Estimation of Univariate and
Bivariate Probability Density Functions and Cumulative
Distribution Functions along with Quantiles (Univariate) and
Description: Facilitates estimation of full univariate and bivariate
probability density functions and cumulative distribution functions along with
full quantile functions (univariate) and Spearman's rank correlation
(bivariate) using Hermite series based estimators. These estimators are
particularly useful in the sequential setting (both stationary and
non-stationary) and one-pass batch estimation setting for large data sets.
Based on: Stephanou, Michael, Varughese, Melvin and Macdonald, Iain. "Sequential quantiles via Hermite series density estimation." Electronic Journal of Statistics 11.1 (2017): 570-607 <doi:10.1214/17-EJS1245>,
Stephanou, Michael and Varughese, Melvin. "On the properties of Hermite series based distribution function estimators." Metrika (2020) <doi:10.1007/s00184-020-00785-z> and Stephanou, Michael and Varughese, Melvin. "Sequential Estimation of Nonparametric Correlation using Hermite Series Estimators." arXiv Preprint (2020) <arXiv:2012.06287>.