Package: hermiter
Title: Efficient Sequential and Batch Estimation of Probability Density
        Functions, Cumulative Distribution Functions and Quantiles
Version: 1.0.0
Authors@R: c(
  person("Michael","Stephanou",role=c("aut","cre"), email="michael.stephanou@gmail.com"),
  person("Melvin","Varughese",role="ctb"))
Author: Michael Stephanou [aut, cre],
  Melvin Varughese [ctb]
Maintainer: Michael Stephanou <michael.stephanou@gmail.com>
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 
  setting for large data sets. 
  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>.
License: MIT + file LICENSE
Imports: Rcpp (>= 1.0.5), methods
LinkingTo: Rcpp, BH
RoxygenNote: 7.1.1
Suggests: testthat, magrittr, knitr, rmarkdown, dplyr, data.table,
        ggplot2, DT
VignetteBuilder: knitr
URL: https://github.com/MikeJaredS/hermiter
BugReports: https://github.com/MikeJaredS/hermiter/issues
NeedsCompilation: yes
Packaged: 2020-09-03 12:40:05 UTC; mjste
Repository: CRAN
Date/Publication: 2020-09-10 14:50:02 UTC
