Logistic回归模型分析

Analysis of Logistic regression models

对Logistic回归模型做了比较详细的分析。通过阐述回归分析与概率假定的关系,并把回归模型纳入广义线性模型框架进行推导和分析,便于全面了解回归模型及其理论依据和构造方法,以利于对回归模型的合理应用。

Logistic regression model is analyzed in detail. By illustrating the relation between regression analysis and its probability hypothesis, analyzing and deducing regression models which are performed in the framework of generalized linear models, a thorough understanding of the theoretical background and construction methods is of benefit to the reasonable applications of these models.