multipleDL-package {multipleDL}

Address Detection Limits by Cumulative Probability Models

Description

The package allows fitting regression models on continuous/ordinal response data subject to detection limits (DLs) based on cumulative probability models (CPMs). Both single and multiple DLs can be handled. Conditional quantiles and CDFs (cumulative distribution functions) can obtained from fitted models.

Details

The 'multipleDL' package.

References

Stan Development Team (2020). RSroxygen2::roxygenize()tan: the R interface to Stan. R package version 2.19.3. https://mc-stan.org Harrell, F. (2020). rms: Regression modeling strategies. R package version 6.1.0. https://CRAN.R-project.org/package=rms Tian et al. "Addressing detection limits by semiparametric cumulative probability models." (2022) (to be submitted)