Utilities for Quantiles

Functions for unconditional and conditional quantiles. These include methods for transformation-based quantile regression, quantile-based measures of location, scale and shape, methods for quantiles of discrete variables, quantile-based multiple imputation, restricted quantile regression, directional quantile classification, and quantile ratio regression. A vignette is given in Geraci (2016, The R Journal) and included in the package.


Reference manual

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install.packages("Qtools")

1.6.0 by Marco Geraci, a year ago


Browse source code at https://github.com/cran/Qtools


Authors: Marco Geraci [aut, cph, cre] (ORCID: , Alessio Farcomeni [ctb] (Contributions to midrq and qrr code , ORCID: , Cinzia Viroli [ctb] (Contributions to dqc code , ORCID:


Documentation:   PDF Manual  


GPL (>= 2) license


Imports boot, conquer, corpcor, glmx, graphics, grDevices, gtools, MASS, Matrix, np, numDeriv, quantdr, quantreg, Rcpp, stats, utils

Suggests knitr, mice, rmarkdown, survey

Linking to Rcpp, RcppArmadillo


Imported by nlmm, scpi.


See at CRAN