new_LinRegProblem: Construct a LinRegProblem Instance

In ryan-heslin/RegLesson: Linear Regression from Scratch

Construct a LinRegProblem Instance

Description

Construct a LinRegProblem Instance

Usage

new_LinRegProblem(
  X,
  Y,
  add_intercept = TRUE,
  X_transform = identity,
  Y_transform = identity
)

Arguments

X	An n \times m design matrix, optionally with an intercept column present.
Y	An n-length vector or n \times 1 matrix representing the response.
add_intercept	Logical. Should an intercept column (a column of 1s) be added to X?
X_transform	One-argument transformation function to apply to X before fitting the model. Defaults to identity.
Y_transform	One-argument transformation function to apply to Y before fitting the model. Defaults to identity.

Details

This is the constructor function for the LinRegProblem class. Users should not use this function and should instead call LinRegProblem.

Value

A LinRegProblem object.

ryan-heslin/RegLesson documentation built on Aug. 5, 2022, 9:03 p.m.