A Regression Assessment Statistic

J. R. Scott

Journal of the Royal Statistical Society Series C, 1975, vol. 24, issue 1, 42-45

Abstract: A statistic which assists in making decisions about modifications to multiple regression equations is defined and discussed. Examples of its use are given. The statistic has an upper bound of +1·0 and probably a lower one of ‐0·33. It is concluded that modifications are necessary if it exceeds +0·80 and rarely unnecessary if it exceeds +0·33, irrespective of the inferences drawn from individual t values. These latter may be assessed in classical fashion if the statistic is less than +0·33.

Date: 1975
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