Asymptomatic Distribution of Goodness-of-Fit Tests in Logistic Regression Model

• 作者: Nuri H. Salem Badi
• 来源期刊: 统计学期刊(英文)
• 学科: 医学
• 关键词: LOGISTIC Regression MODEL GOODNESS-OF-FIT TESTS
• 年，卷（期）: tjxqkyw_2017,（3）
• 页码范围: 434-445
• 页数: 12页
• 分类号: R73

摘要

The logistic regression model has been become commonly used to study the association between a binary response variable;it is widespread application rests on its easy application and interpretation. The subject of assessment of goodness-of-fit in logistic regression model has attracted the attention of many scientists and researchers. Goodness-of-fit tests are methods to determine the suitability of the fitted model. Many of methods proposed and discussed for assessing goodness-of fit in logistic regression model, however, the asymptotic distribution of goodness-of-fit statistics are less examine, it is need more investigated. This work, will focus on assessing the behavior of asymptotic distribution of goodness-of-fit tests, also make comparison between global goodness-of-fit tests, and evaluate it by simulation.