The C p statistic was invented by C. Mallows in 1963. It facilitates the comparison of many subset-regression models, by giving for each model an unbiased estimate of the (scaled) total mean-square-error for that model. There is an associated graphical technique called the “ C p plot” in which values of C p (one for each subset of regressors) are plotted against p.

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C p Statistic

  • Colin Mallows

摘要

The C p statistic was invented by C. Mallows in 1963. It facilitates the comparison of many subset-regression models, by giving for each model an unbiased estimate of the (scaled) total mean-square-error for that model. There is an associated graphical technique called the “ C p plot” in which values of C p (one for each subset of regressors) are plotted against p.