About the Authors

Muhammad Nouman Qureshi

Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – review & editing

qures089@umn.edu

Affiliation School of Statistics, University of Minnesota, Minneapolis, Minnesota, United States of America

Osama Abdulaziz Alamri

Roles Formal analysis, Funding acquisition, Investigation

Affiliation Statistics Department, Faculty of Science, University of Tabuk, Tabuk, Saudi Arabia

Naureen Riaz

Roles Conceptualization, Funding acquisition, Methodology, Resources, Visualization

Affiliation Department of Mathematics, Lahore Garrison University, Lahore, Pakistan

Ayesha Iftikhar

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Resources, Validation

Affiliation Lahore Business School, University of Lahore, Lahore, Pakistan

Muhammad Umair Tariq

Roles Methodology, Visualization

Affiliation Department of Statistics, National College of Business Administration and Economics, Lahore, Pakistan

Muhammad Hanif

Roles Conceptualization, Project administration, Supervision, Validation, Visualization

Affiliation Department of Statistics, National College of Business Administration and Economics, Lahore, Pakistan

Competing Interests

The authors have declared that no competing interests exist.