Quantile Regression workflows monad in R

This repository is for the R implementation of a software monad for Quantile Regression workflows called Quantile Regression Monad (QRMon).

The R-implementation follows the Mathematica QRMon package "MonadicQuantileRegression.m". The Mathematica QRMon package is extensively documented with "A monad for Quantile Regression workflows".

Here is how to install the package:

devtools::install_github("antononcube/QRMon-R")

Here is an example:

qrmon <-
  QRMonUnit( dfTemperatureData ) %>%
  QRMonEchoDataSummary() %>%
  QRMonQuantileRegression( df = 16, degree = 3, probabilities = seq(0.1,0.9,0.2) ) %>%
  QRMonPlot( datePlotQ = TRUE, dateOrigin = "1900-01-01" )

For detailed explanations see the vignette "Rapid making of Quantile Regression workflows".