The Causal Effects for a Causal Loglinear Model

التفاصيل البيبلوغرافية
العنوان: The Causal Effects for a Causal Loglinear Model
المؤلفون: Gheno, Gloria
سنة النشر: 2015
المجموعة: Statistics
مصطلحات موضوعية: Statistics - Methodology, Statistics - Applications
الوصف: The analysis of the causality is important in many fields of research. I propose a causal theory to obtain the causal effects in a causal loglinear model. It calculates them using the odds ratio and Pearl's causal theory. The effects are calculated distinguishing between a simple mediation model (model without the multiplicative interaction effect) and a mediation model with the multiplicative interaction effect. In both models it is possible also to analyze the cell effect, which is a new interaction effect. Then in a causal loglinear model there are three interaction effects: multiplicative interaction effect, additive interaction effect and cell effect
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/1508.02985
رقم الأكسشن: edsarx.1508.02985
قاعدة البيانات: arXiv