Package: NBKP 0.1.0
Shanqing Yin
NBKP: Beta Kernel Process Modeling with Negative Binomial Response
An extension of the Beta Kernel Process model designed to handle negative binomial responses for count data modeling, building upon Zhao, Qing and Xu (2025) <doi:10.48550/arXiv.2508.10447>.
Authors:
NBKP_0.1.0.tar.gz
NBKP_0.1.0.tar.gz(r-4.7-any)NBKP_0.1.0.tar.gz(r-4.6-any)
NBKP_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NBKP/json (API)
| # Install 'NBKP' in R: |
| install.packages('NBKP', 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:275d6db584. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 163 | ||
| source / vignettes | OK | 152 | ||
| linux-release-x86_64 | OK | 106 | ||
| wasm-release | OK | 98 |
Exports:fit_NBKPget_priorkernel_matrixloss_funparameter
Dependencies:cliclusterdirmultgluegridExtragtablelatticelhslifecyclemaptreenloptrnumDerivoptimxpracmaRcpprlangrparttgp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a Negative Binomial Kernel Process (NBKP) Model | fit_NBKP |
| Extract NBKP Model Fitted Values | fitted.NBKP |
| Construct Prior Parameters for BKP/DKP Models | get_prior |
| Compute Kernel Matrix Between Input Locations | kernel_matrix |
| Loss Function for Kernel Process Model Tuning | loss_fun |
| Extract Model Parameters from a Fitted NBKP Model | parameter parameter.NBKP |
| Plot Fitted NBKP Models | plot.NBKP |
| Predict Method for NBKP Objects | predict.NBKP |
| Print Methods for NBKP Objects | print.NBKP print.predict_NBKP |
| Posterior Quantiles from a Fitted NBKP Model | quantile.NBKP |
| Simulate from a Fitted NBKP Model | simulate.NBKP |
| Summary of a Fitted NBKP Model | summary.NBKP |