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>.
Version: 1.0.0 Depends: R (≥ 3.4.0) Imports: methods, stats, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), rstantools (≥ 2.1.1), SparseM LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) Published: 2023-11-24 DOI: 10.32614/CRAN.package.multipleDL Author: Yuqi Tian [aut, cre], Chun Li [aut], Shengxin Tu [aut], Nathan James [aut], Frank Harrell [aut], Bryan Shepherd [aut] Maintainer: Yuqi Tian <yuqitian35 at gmail.com> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: yes SystemRequirements: GNU make Materials: README CRAN checks: multipleDL results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=multipleDL to link to this page.
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