On the use of ordered factors as explanatory variables

被引:0
|
作者
Azzalini, Adelchi [1 ]
机构
[1] Univ Padua, Dipartimento Sci Stat, Padua, Italy
来源
STAT | 2023年 / 12卷 / 01期
关键词
explanatory variables; factor coding; linear predictor; ordered categorical variables; ordered factors; transformations of the normal distributions; REGRESSION;
D O I
10.1002/sta4.624
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Consider a regression or some regression-type model for a certain response variable where the linear predictor includes an ordered factor among the explanatory variables. The inclusion of a factor of this type can take place in a few different ways, discussed in the pertaining literature. The present contribution proposes a different way of tackling this problem, by constructing a numeric variable in an alternative way with respect to the current methodology. The proposed technique appears to retain the data fitting capability of the existing methodology but with a simpler interpretation of the model components.
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页数:8
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