Generalized linear models

被引:0
作者
Zezula, Ivan [1 ]
机构
[1] Safarik Univ, Inst Math, Jesenna 5, Kosice, Slovakia
来源
BIOMETRIC METHODS AND MODELS IN CURRENT SCIENCE AND RESEARCH | 2011年
关键词
generalized linear models; logistic regression; multinomial regression; negative binomial regression; ordinal regression; Poisson regression;
D O I
暂无
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Linear models are very popular among biologists. However, many data they represent are far from being continuous and normal. A whole range of generalized linear models suitable for categorical or discrete data have been developed over the last decades. Our paper tries to make an overview of the most useful ones.
引用
收藏
页码:39 / 58
页数:20
相关论文
共 9 条
[1]  
Agresti A, 2013, Categorical data analysis, V3rd
[2]  
[Anonymous], 2013, Regression Analysis of Count Data
[3]  
[Anonymous], 2003, Statistical Methods for Rates and Proportions
[4]  
[Anonymous], 1983, Generalized Linear Models
[5]  
Collett David., 2003, TEXTS STAT SCI, V2nd
[6]  
Garson D.G., 2009, STATNOTES TOPICS MUL
[7]  
Hosmer W., 2000, Applied Logistic Regression, VSecond
[8]  
Norusis M, 2005, SPSS ADV STAT PROCED
[9]  
Schafer J. L., 2006, LECT NOTES CATEGORIC