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multipleDL  

Addressing Detection Limits by Cumulative Probability Models (CPMs)
View on CRAN: Click here


Download and install multipleDL package within the R console
Install from CRAN:
install.packages("multipleDL")

Install from Github:
library("remotes")
install_github("cran/multipleDL")

Install by package version:
library("remotes")
install_version("multipleDL", "1.0.0")



Attach the package and use:
library("multipleDL")
Maintained by
Yuqi Tian
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-24
Latest Update: 2023-11-24
Description:
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". .
How to cite:
Yuqi Tian (2023). multipleDL: Addressing Detection Limits by Cumulative Probability Models (CPMs). R package version 1.0.0, https://cran.r-project.org/web/packages/multipleDL. Accessed 25 Jul. 2026.
Previous versions and publish date:
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Complete documentation for multipleDL
Functions, R codes and Examples using the multipleDL R package
Some associated functions: cdf_dl . func_V . func_link . func_link_num . multipleDL-package . multipleDL . quantile_dl . selectedQr . 
Some associated R codes: RcppExports.R . conditional_func.R . func_V.R . link_function.R . multipleDL-package.R . multpleDL.R . selectedQr.R . stanmodels.R .  Full multipleDL package functions and examples
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