Package: weightedCL 0.7

Aristidis K. Nikoloulopoulos
weightedCL: Efficient and Feasible Inference for High-Dimensional Normal Copula Regression Models
Estimates high-dimensional multivariate normal copula regression models with the weighted composite likelihood estimating equations in Nikoloulopoulos (2023) <doi:10.1016/j.csda.2022.107654>. It provides autoregressive moving average correlation structures and binary, ordinal, Poisson, and negative binomial regressions.
Authors:
weightedCL_0.7.tar.gz
weightedCL_0.7.tar.gz(r-4.7-arm64)weightedCL_0.7.tar.gz(r-4.7-x86_64)weightedCL_0.7.tar.gz(r-4.6-arm64)weightedCL_0.7.tar.gz(r-4.6-x86_64)
weightedCL_0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
weightedCL/json (API)
| # Install 'weightedCL' in R: |
| install.packages('weightedCL', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:86448e166d. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 125 | ||
| linux-devel-x86_64 | OK | 116 | ||
| source / vignettes | OK | 158 | ||
| linux-release-arm64 | OK | 116 | ||
| linux-release-x86_64 | OK | 115 | ||
| wasm-release | OK | 108 |
Exports:clcl.orddmargmodeldmargmodel.ordgodambegodambe.ordieeiee.ordpbvtpmargmodelpmargmodel.ordwclwcl.ordweightMatweightMat.ord
Dependencies:clicpp11farverggplot2gluegoftestgridExtragtableisobandlabelinglifecycleMASSmatlabR6RColorBrewerrlangrootSolveS7scalessurevctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Efficient and feasible inference for high-dimensional normal copula regression models | weightedCL-package |
| COMPOSITE LIKELIHOOD ESTIMATION FOR MVN COPULA | cl cl.ord |
| INVERSE GODAMBE MATRIX | godambe godambe.ord |
| INDEPENDENT ESTIMATING EQUATIONS FOR BINARY AND COUNT REGRESSION | iee |
| Maximum Likelihood for Ordinal Model | iee.ord |
| DENSITY AND CDF OF THE UNIVARIATE MARGINAL DISTRIBUTION | dmargmodel dmargmodel.ord margmodel.ord pmargmodel pmargmodel.ord |
| BIVARIATE NORMAL AND STUDENT CDFs WITH VECTORIZED INPUTS | pbvt |
| Polio cases in USA from Jan 1970 till Dec 1983 | polio |
| Infant sleep status data | sleep |
| SOLVING THE WEIGHTED COMPOSITE LIKELIHOOD ESTIMATING EQUATIONS WITH INPUTS THE WEIGHT MATRICES AND DATA | wcl wcl.ord |
| WEIGHT MATRICES FOR THE WEIGHTED COMPOSITE LIKELIHOOD ESTIMATING EQUATIONS | weightMat weightMat.ord |