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All Possible Regressions with Less Computation

 

作者: GeorgeM. Furnival,  

 

期刊: Technometrics  (Taylor Available online 1971)
卷期: Volume 13, issue 2  

页码: 403-408

 

ISSN:0040-1706

 

年代: 1971

 

DOI:10.1080/00401706.1971.10488794

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

Two methods are given for computing all possible regressions for a set of independent variables. One produces all the usual regression statistics; the other gives only the sums of squares of residuals. Both require less computation than other methods of computing all possible regressions and the second may compare favorably with the procedure suggested by Hocking and Leslie for finding the best subset without evaluating all possible subsets.

 

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