Wasserstein Index Generation Model: Automatic Generation of Time-series Index with Application to Economic Policy Uncertainty

التفاصيل البيبلوغرافية
العنوان: Wasserstein Index Generation Model: Automatic Generation of Time-series Index with Application to Economic Policy Uncertainty
المؤلفون: Xie, Fangzhou
سنة النشر: 2019
المجموعة: Computer Science
Quantitative Finance
مصطلحات موضوعية: Economics - General Economics, Computer Science - Computation and Language
الوصف: I propose a novel method, the Wasserstein Index Generation model (WIG), to generate a public sentiment index automatically. To test the model`s effectiveness, an application to generate Economic Policy Uncertainty (EPU) index is showcased.
Comment: Accepted at Economics Letters, and will be available online soon
نوع الوثيقة: Working Paper
DOI: 10.1016/j.econlet.2019.108874
URL الوصول: http://arxiv.org/abs/1908.04369
رقم الانضمام: edsarx.1908.04369
قاعدة البيانات: arXiv
الوصف
DOI:10.1016/j.econlet.2019.108874