Wolfram Language Paclet Repository
Community-contributed installable additions to the Wolfram Language
Quantile regression pipeline functions
A monadic pipeline is a way to navigate computations in monad's function space. The unit function and the setter functions "uplift" data into monad's space. The taker functions "download" data from monad's space. The central -- and most computationally intensive -- functions are the regression functions. Variety of use cases are addressed with the rest of the functions.
Fundamental
— monad objects head
— create monad unit object
— monad's failure symbol
— check whether an expression is a monad object
— monad's binding function
Setters
Takers
Removers
Preliminary
Regression
— compute Quantile regression using B-splines basis
— compute Quantile regression using specified function basis
— compute Linear regression
— compute Linear regression
Plotting
Fitting errors
Finding outliers
Finding anomalies
Selection
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