4 papers
Density Prediction of Income Distribution Based on Mixed Frequency Data
Yinzhi Wang, Yingqiu Zhu, Ben-Chang Shia +1
Modeling large dependent datasets in modern time series analysis is a crucial research area. One effective approach to handle such datasets is to transform the observations into de…
Interconnections of Multimorbidity-Related Clinical Outcomes: Analysis of Health Administrative Claims Data with a Dynamic Network Approach
Hao Mei, Haonan Xiao, Ben-Chang Shia +2
Given the rising complexity and burden of multimorbidity, it is crucial to provide evidence-based support for managing multimorbidity-related clinical outcomes. This study introduc…
Pan-disease clustering analysis of the trend of period prevalence
Sneha Jadhav, Chenjin Ma, Yefei Jiang +2
For all diseases, prevalence has been carefully studied. In the "classic" paradigm, the prevalence of different diseases has usually been studied separately. Accumulating evidences…
Variable Selection with Scalable Bootstrap in Generalized Linear Model for Massive Data
Zhibing He, Yichen Qin, Ben-Chang Shia +1
Bootstrap is commonly used as a tool for non-parametric statistical inference to estimate meaningful parameters in Variable Selection Models. However, for massive dataset that has…