A goodness of fit test for the multilevel proportional odds model

被引：4
作者：
Epasinghe, Nirodha [1 ]
Sooriyarachchi, Roshini [1 ]
机构：
[1] Univ Colombo, Dept Stat, Colombo 3, Sri Lanka
来源：
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION | 2017年 / 46卷 / 07期
关键词：
Hosmer Lemeshow test; Multilevel models; Ordinal categorical data; Power; Type I error; 62M99; RESPONSE REGRESSION-MODELS;
D O I：
10.1080/03610918.2016.1169293
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：
It is essential to test the goodness of fit of the model before making inferences based on it. Multilevel modeling of ordinal categorical responses is not as developed as for continuous responses. Assessing model adequacy in terms of the goodness of fit with ordinal categorical responses is still being developed and no satisfactory tests are available so far. As a consequence of that, this study concentrates on developing such a goodness of fit test for Multilevel Proportional Odds models and to study the properties of the test.
引用
收藏
页码：5610 / 5626
页数：17
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