Transformation of the Independent Variables

Transformation of the Independent Variables
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DOI:
10.1080/00401706.1962.10490038
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发表时间:
1962-11
期刊:
影响因子:
2.5
通讯作者:
G. Box;P. Tidwell
G. Box;P. Tidwell
中科院分区:
工程技术3区
文献类型:
--
作者:
G. Box;P. Tidwell

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在表示响应与许多自变量之间的关系时,最好在可能的情况下使用转换变量中的简单函数形式,而不是在原始变量中使用更复杂的形式。本文描述并举例说明了在这种情况下评估适当转换的过程。
In representing a realationship between a response and a number of independent variables, it is preferable when possible to work with a simple functional form in transformed variables rather than with a more complicated form in the original variables. This paper describes and illustrates a procedure to estimate appropriate transformations in this context.