A comparison of loglinear modeling and logistic regression in management research
比较了对数线性模型与逻辑回归在管理研究中的应用，分析各自的优缺点及统计假设，帮助研究者选择合适方法。
There is little formal guidance in the applied statistical literature concerning the relationship between loglinear modeling and logistic regression. In order to more clearly delineate this relationship, this manuscript compares and contrasts loglinear modeling and logistic regression analysis and demonstrates the advantages and disadvantages of each technique. In addition, a formal comparison of the statistical assumptions and numerical calculation problems for both of these techniques is provided.