About the Authors

Jiarong Lu

Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

ljrong1203@126.com

Affiliation College of Statistics and Data Science, Xinjiang University of Finance and Economics, Urumqi, PR China

Bin Liao

Roles Conceptualization, Data curation, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation College of Big Data Statistics, Guizhou University of Finance and Economics, Guiyang, PR China

Yi Liu

Roles Formal analysis, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Public Health, Xinjiang Medical University, Urumqi, PR China

Kutorzi Edwin Yao

Roles Formal analysis, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Mathematics and Institute for Financial Studies, Shandong University, Jinan, PR China

Competing Interests

The authors have declared that no competing interests exist.