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multipleDL

Addressing Detection Limits by Cumulative Probability Models (CPMs)

Installation

About

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". .

System requirements GNU make

Key Metrics

Version 1.0.0
R ≥ 3.4.0
Published 2023-11-24 317 days ago
Needs compilation? yes
License GPL-2
License GPL-3
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Maintainer

Maintainer

Yuqi Tian

Authors

Yuqi Tian

aut / cre

Chun Li

aut

Shengxin Tu

aut

Nathan James

aut

Frank Harrell

aut

Bryan Shepherd

aut

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

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