About the Authors
- Kawee Numpacharoen
-
* E-mail: kawee.num@student.mahidol.ac.th
Affiliations Financial Product Development, Kasikorn Securities, Bangkok, Thailand, Department of Mathematics, Faculty of Science, Mahidol University, Bangkok, Thailand
- Amporn Atsawarungruangkit
-
Affiliation College of Medicine, Rangsit University, Bangkok, Thailand
Competing Interests
One of the authors (KN) is a paid employee with Kasikorn Securities. This does not alter the authors' adherence to the PLOS ONE policies on sharing data and materials.
Author Contributions
Conceived and designed the experiments: KN AA. Performed the experiments: KN. Analyzed the data: KN AA. Contributed reagents/materials/analysis tools: KN AA. Wrote the paper: KN AA.