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ROOPSD
View on CRAN: Click
here
Download and install ROOPSD package within the R console
Install from CRAN:
install.packages("ROOPSD")
Install from Github:
library("remotes")
install_github("cran/ROOPSD")
Install by package version:
library("remotes")
install_version("ROOPSD", "0.3.9")
Attach the package and use:
library("ROOPSD")
Maintained by
Yoann Robin
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-26
Latest Update: 2023-09-11
Description:
Statistical distribution in OOP (Object Oriented Programming) way.
This package proposes a R6 class interface to classic statistical
distribution, and new distributions can be easily added with the
class AbstractDist. A useful point is the generic fit() method for
each class, which uses a maximum likelihood estimation to find the
parameters of a dataset, see, e.g. Hastie, T. and al (2009)
. Furthermore, the rv_histogram class
gives a non-parametric fit, with the same accessors that for the
classic distribution. Finally, three random generators useful to
build synthetic data are given: a multivariate normal generator, an
orthogonal matrix generator, and a symmetric positive definite
matrix generator, see Mezzadri, F. (2007)
.
How to cite:
Yoann Robin (2020). ROOPSD: R Object Oriented Programming for Statistical Distribution. R package version 0.3.9, https://cran.r-project.org/web/packages/ROOPSD. Accessed 21 Dec. 2024.
Other packages that cited ROOPSD R package
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Other R packages that ROOPSD depends,
imports, suggests or enhances
Complete documentation for ROOPSD
Functions, R codes and Examples using
the ROOPSD R package
Some associated functions: AbstractDist . Exponential . GEV . GPD . Gamma . Normal . Uniform . dgev . dgpd . mrv_histogram . pgev . pgpd . qgev . qgpd . rgev . rgpd . rmultivariate_normal . rorthogonal_group . rspd_matrix . rv_histogram . rv_mixture . rv_ratio_histogram .
Some associated R codes: dist.AbstractDist.R . dist.Exponential.R . dist.GEV.R . dist.GPD.R . dist.Gamma.R . dist.Normal.R . dist.Uniform.R . dist.mrv_histogram.R . dist.rv_histogram.R . dist.rv_mixture.R . dist.rv_ratio_histogram.R . gen.GEV.R . gen.GPD.R . gen.rmultivariate_normal.R . gen.rorthogonal_group.R . gen.rspd_matrix.R . Full ROOPSD package functions and examples
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