This package is considered a duplicate. The official version of this package is found at:https://alessandro-barbiero.r-universe.dev/GenOrd

Package: GenOrd 2.1.0

Alessandro Barbiero

GenOrd: Simulation of Discrete Random Variables with Marginal Distributions and Correlation Matrix and via a Gaussian or Student's t Copula

A Gaussian or Student's t copula-based procedure for generating samples from discrete random variables with prescribed correlation matrix and marginal distributions.

Authors:Alessandro Barbiero [aut, cre], Pier Alda Ferrari [aut]

GenOrd_2.1.0.tar.gz
GenOrd_2.1.0.tar.gz(r-4.7-any)GenOrd_2.1.0.tar.gz(r-4.6-any)
GenOrd_2.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
GenOrd/json (API)

# Install 'GenOrd' in R:

install.packages('GenOrd', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

4.67 score 2 stars 21 packages 37 scripts 653 downloads 1 mentions 11 exports 9 dependencies

Last updated from:302ddcf386. Checks:4 OK. Indexed: no.

Target	Result	Time
linux-devel-x86_64	OK	139
source / vignettes	OK	141
linux-release-x86_64	OK	129
wasm-release	OK	140

Exports:contord corrcheck estcontord logL logL_mle2 logLfull logLfullz ordcont ordsample p_rect_t pmvt.alt

Dependencies:bbmle bdsmatrix cubature lattice MASS Matrix mvtnorm numDeriv Rcpp

Citation

Readme and manuals

Help Manual

Help page	Topics
Simulation of Discrete Random Variables with a Given Marginal Distributions and Correlation Matrix	GenOrd-package
Correlations of discretized variables	contord
Checking correlations for feasibility	corrcheck
Estimation based on a bivariate sample of the multivariate discrete model obtained by discretizing a latent standard normal or Student's t distribution	estcontord
Log-likelihood value for the t-copula-based model	logL
Log-likelihood function for the t-copula-based model	logL_mle2
Log-likelihood value for the t-copula-based model	logLfull
Log-likelihood value for the t-copula-based model (with marginal probabilities transformed into unconstrained variables)	logLfullz
Computing the "intermediate" correlation matrix for the multivariate standard normal or Student's t in order to achieve the "target" correlation matrix for the multivariate discrete variable	ordcont
Drawing a sample of discrete data	ordsample
Rectangle Probability for a Bivariate Student's t Distribution	p_rect_t
Probabilities for a multivariate t with non-integer degrees-of-freedom parameter	pmvt.alt

Package: GenOrd 2.1.0

GenOrd: Simulation of Discrete Random Variables with Marginal Distributions and Correlation Matrix and via a Gaussian or Student's t Copula

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)