3 papers
stat.ME2021
Revisiting Empirical Bayes Methods and Applications to Special Types of Data
Xiuwen Duan
Empirical Bayes methods have been around for a long time and have a wide range of applications. These methods provide a way in which historical data can be aggregated to provide es…
q-fin.PM2018
A Machine Learning Framework for Stock Selection
XingYu Fu, JinHong Du, YiFeng Guo +3
This paper demonstrates how to apply machine learning algorithms to distinguish good stocks from the bad stocks. To this end, we construct 244 technical and fundamental features to…
cs.CL2018
Language Distribution Prediction based on Batch Markov Monte Carlo Simulation with Migration
XingYu Fu, ZiYi Yang, XiuWen Duan
Language spreading is a complex mechanism that involves issues like culture, economics, migration, population etc. In this paper, we propose a set of methods to model the dynamics…