Package: weightedCL 0.5
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 (2022) <arxiv:2203.04619>. It provides autoregressive moving average correlation structures and binary, ordinal, Poisson, and negative binomial regressions.
Authors:
weightedCL_0.5.tar.gz
weightedCL_0.5.tar.gz(r-4.5-noble)weightedCL_0.5.tar.gz(r-4.4-noble)
weightedCL_0.5.tgz(r-4.4-emscripten)weightedCL_0.5.tgz(r-4.3-emscripten)
weightedCL.pdf |weightedCL.html✨
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 2 years agofrom:2792a84df5. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 09 2024 |
| R-4.5-linux-x86_64 | OK | Dec 09 2024 |
Exports:clcl.orddmargmodeldmargmodel.ordgodambegodambe.ordieeiee.ordpbvtpmargmodelpmargmodel.ordwclwcl.ordweightMatweightMat.ord
Dependencies:clicolorspacefansifarverggplot2gluegoftestgridExtragtableisobandlabelinglatticelifecyclemagrittrMASSmatlabMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangrootSolvescalessuretibbleutf8vctrsviridisLitewithr
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 |