Work

multipleDL: Addressing Detection Limits by Cumulative Probability Models (CPMs)

Year: 2023

Type: dataset

Abstract: 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>.

DOI: 10.32614/cran.package.multipledl

Authors: Yuqi Tian, Chun Li, Shengxin Tu, Nathan James, Frank Harrell, Bryan Shepherd

Language: English

Topic: Statistical Methods and Bayesian Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: gold

OpenAlex ID: W4399569565

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