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Calculate the penalty matrix for `mvmfd` objects.

Usage

pen_fun(data, devorder = 2, type)

Arguments

data

an object of class `mvmfd`.

devorder

The order of the derivative.

type

The type of penalty. The types "coefpen" and "basispen" is supported.

Value

The penalty matrix.