Description Usage Arguments Details Value Author(s)

Calculates the Mallows Cp criterion of a lm object

1 |

`object` |
object passed from |

`a` |
constant multiplier for the Cp term itself |

`b` |
constant multiplier for the closeness of Cp to p. |

`...` |
other arguments |

In the model selection criteria for `TMC`

, we require a single quantity
to be minimized or maximized, but the common interpretation of Cp is that
we want Cp to be "small and close to p." Therefore, we have introduced
arguments `a`

and `b`

which allow the user to customize, if
desired, the relative weights of the two criteria. By default, the function
simply calculates the raw Cp value, and therefore the closeness of Cp
to p is of no consequence. However, if one wishes the final criterion value
(which will eventually be ranked in `TMC`

) to take closeness
to p into account as well, one can easily modify the MSC function in
the `msc.List`

argument to adjust the constant multipliers. The
final value returned will be *a * Cp + b * |Cp - p|*.

*a * Cp + b * |Cp - p|*

Andrew K. Smith

CombMSC documentation built on May 2, 2019, 2:32 p.m.

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