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". doi:10.48550/arXiv.2207.02815.
- Version1.0.0
- R version≥ 3.4.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- Last release11/24/2023
Documentation
Team
Yuqi Tian
Chun Li
Show author detailsRolesAuthorFrank Harrell
Show author detailsRolesAuthorShengxin Tu
Show author detailsRolesAuthorNathan James
Bryan Shepherd
Show author detailsRolesAuthor
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- Imports5 packages
- Linking To6 packages