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object SimpleRegression extends Error

The SimpleRegression companion object provides a simple factory method for building simple regression linear regression models.

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  4. def apply(x: VectoD, y: VectoD): SimpleRegression

    Create a Simple Linear Regression model, automatically prepending the column of ones (form matrix from two column vectors [1 x]).

    Create a Simple Linear Regression model, automatically prepending the column of ones (form matrix from two column vectors [1 x]).

    x

    the input/design m-by-1 vector

    y

    the response m-vector

  5. def apply(xy: MatriD): SimpleRegression

    Create a Simple Linear Regression model from a combined data matrix.

    Create a Simple Linear Regression model from a combined data matrix. When 'xy.dim2 == 2', a column of all ones will be prepended to the matrix corresponding to the intercept (form matrix from two column vectors [1 x]). Take the first two columns for the predictor and the last column for the response.

    xy

    the combined data matrix

    See also

    SimplerRegression for a model without an intercept parameter

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