Package: multipleDL 1.0.0
multipleDL: Addressing Detection Limits by Cumulative Probability Models (CPMs)
Build CPMs (cumulative probability models, also known as cumulative link models) to account for detection limits (both single and multiple detection limits) in response variables. Conditional quantiles and conditional CDFs can be calculated based on fitted models. The package implements methods described in Tian, Y., Li, C., Tu, S., James, N. T., Harrell, F. E., & Shepherd, B. E. (2022). "Addressing Detection Limits with Semiparametric Cumulative Probability Models". <arxiv:2207.02815>.
Authors:
multipleDL_1.0.0.tar.gz
multipleDL_1.0.0.zip(r-4.5)multipleDL_1.0.0.zip(r-4.4)multipleDL_1.0.0.zip(r-4.3)
multipleDL_1.0.0.tgz(r-4.4-x86_64)multipleDL_1.0.0.tgz(r-4.4-arm64)multipleDL_1.0.0.tgz(r-4.3-x86_64)multipleDL_1.0.0.tgz(r-4.3-arm64)
multipleDL_1.0.0.tar.gz(r-4.5-noble)multipleDL_1.0.0.tar.gz(r-4.4-noble)
multipleDL.pdf |multipleDL.html✨
multipleDL/json (API)
| # Install 'multipleDL' in R: |
| install.packages('multipleDL', repos = c('https://yuqitian35.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/yuqitian35/multipledl/issues
Last updated 12 months agofrom:3d81242287. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 26 2024 |
| R-4.5-win-x86_64 | NOTE | Oct 26 2024 |
| R-4.5-linux-x86_64 | NOTE | Oct 26 2024 |
| R-4.4-win-x86_64 | NOTE | Oct 26 2024 |
| R-4.4-mac-x86_64 | NOTE | Oct 26 2024 |
| R-4.4-mac-aarch64 | NOTE | Oct 26 2024 |
| R-4.3-win-x86_64 | NOTE | Oct 26 2024 |
| R-4.3-mac-x86_64 | NOTE | Oct 26 2024 |
| R-4.3-mac-aarch64 | NOTE | Oct 26 2024 |
Exports:cdf_dlfunc_linkmultipleDLquantile_dl
Dependencies:abindbackportsBHcallrcheckmateclicolorspacedescdistributionalfansifarvergenericsggplot2gluegridExtragtableinlineisobandlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumDerivpillarpkgbuildpkgconfigposteriorprocessxpsQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelrlangrstanrstantoolsscalesSparseMStanHeaderstensorAtibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Address Detection Limits by Cumulative Probability Models | multipleDL-package |
| Calculate conditional CDFs | cdf_dl |
| Link functions | func_link |
| Link functions (number) | func_link_num |
| Calculate the covariance matrix | func_V |
| CPMs for multiple detection limits | multipleDL |
| Calculate conditional quantiles | quantile_dl |
| QR Decomposition Preserving Selected Columns | selectedQr |
