Logistic Regression: From Introductory to Advanced Concepts and Applications
Logistic Regression: From Introductory to Advanced Concepts and Applications
复制标题
DOI：
10.5860/choice.47-0338
复制
发表时间：
2009-04
期刊：
影响因子：
--
通讯作者：
S. Menard
中科院分区：
文献类型：
--
作者：
S. Menard
第1章一夜情第二章线性回归与逻辑回归第三章对数线性分析、Logit分析和Logistic回归模型拟合和解释变异的定量方法第4章。预测表和解释变异的定性方法第5章。第6章我的朋友第七章模型说明、变量选择和模型构建第8章逻辑回归诊断和推理问题第九章逻辑回归路径分析第10章我的第一次第11章一个女人集群，上下文和相关数据：Logistic回归的随机抽样调查数据第12章。相关样本的条件Logistic回归模型第13章.第14章我是你的朋友历史和发展变化模型的逻辑回归：多水平逻辑回归和离散时间事件历史分析第15章比较：逻辑回归和替代模型附录A：逻辑回归模型的估计附录B：与预测效率指数相关的证明附录C：解释变异的有序度量
Preface Chapter 1. Introduction: Linear Regression and Logistic Regression Chapter 2. Log-Linear Analysis, Logit Analysis, and Logistic Regression Chapter 3. Quantitative Approaches to Model Fit and Explained Variation Chapter 4. Prediction Tables and Qualitative Approaches to Explained Variation Chapter 5. Logistic Regression Coefficients Chapter 6. Model Specification, Variable Selection, and Model Building Chapter 7. Logistic Regression Diagnostics and Problems of Inference Chapter 8. Path Analysis With Logistic Regression (PALR) Chapter 9. Polytomous Logistic Regression for Unordered Categorical Variables Chapter 10. Ordinal Logistic Regression Chapter 11. Clusters, Contexts, and Dependent Data: Logistic Regression for Clustered Sample Survey Data Chapter 12. Conditional Logistic Regression Models for Related Samples Chapter 13. Longitudinal Panel Analysis With Logistic Regression Chapter 14. Logistic Regression for Historical and Developmental Change Models: Multilevel Logistic Regression and Discrete Time Event History Analysis Chapter 15. Comparisons: Logistic Regression and Alternative Models Appendix A: ESTIMATION FOR LOGISTIC REGRESSION MODELS Appendix B: PROOFS RELATED TO INDICES OF PREDICTIVE EFFICIENCY Appendix C: ORDINAL MEASURES OF EXPLAINED VARIATION References Index