Projects per year
Personal profile
Research interests
computational statistics
nonparametric methods
data mining/data science/big data analytics
computational econometrics
Biography
Former professor at School of Statistics, University of the Philippines Diliman. Served as visiting professor at Karlstad University (Sweden) and as visiting researcher at Asian Development Bank Institute (Japan). His research interest focused on computational statistics, computational econometrics and nonparametric methods with applications in spatiotemporal modeling, time series models, big data analytics, financial markets, among others. Currently an associate editor of Communications in Statistical Applications and Methods (Korean Statistical Society and Korean International Statistical Society). An elected member of the International Statistical Insitute (2012), full member of Philippine American Academy of Science and Engineering. Also a member of: Econometric Society, East Asian Economic Association, and Philippine Statistical Association, Inc. Was elected into the board of directors of the International Association of Statistical Computing (2022-2025).
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Statistics, PhD, Semipararametric Regression Models, University of the Philippines (Diliman)
Award Date: 8 May 1990
Research area keywords
- Nonparametric estimation and testing
- Bootstrap Methods
- High Dimensional Data Sets
- Volatility Modelling
- Robust statistical methods
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
PPRN: Building a Data-Driven Organisation with Data Warehouse, Machine Learning and Artificial Intelligence for the Habib Group
A. Khalim, N. H. (Primary Chief Investigator (PCI)), Bayhon Barrios, E. (Chief Investigator (CI)), How Chinh, L. (Chief Investigator (CI)), Ganggayah, M. D. (Chief Investigator (CI)) & Liew, E. (Chief Investigator (CI))
2/01/25 → 2/01/26
Project: Research
-
National Mental Health Survey and Well-Being (NSMHW)
De Guzman, M. L. R., Bayhon Barrios, E., Ramos-Leynes, C., Gapuz, E., Eustaquio, J. D. G., Crisostomo, M., Pascual, M. & Bautista, T.
5/07/19 → 21/08/21
Project: Research
-
Analysis of experiments with high frequency time series responses and the implications for power and sample size
Rafor, B., Gauran, I. I., Ombao, H., Lansangan, J. R. & Barrios, E., May 2025, In: Scientific Reports. 15, 25 p., 16752.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Modelling mixed-frequency time series with structural change
Glova, A. M. G. & Barrios, E. B., Jun 2025, In: Computational Economics. 65, p. 3237-3258 22 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Semiparametric latent topic modeling on consumer-generated corpora
Dayta, D. B. & Barrios, E. B., 2025, (Accepted/In press) In: Annals of Data Science. 23 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Test for change in error variance of multiple time series
Abacan, E. J. C., Lansangan, J. R. G. & Barrios, E. B., Jan 2025, In: SAGE Open. 15, 1, p. 1-15 15 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Characterising brain connectivity in terms of contagion: a multiple time series perspective
A Khalim, N. H. & Barrios, E. B., 2024, p. 30. 1 p.Research output: Contribution to conference › Abstract › peer-review
Prizes
-
Elected Member, International Statistical Institute
Bayhon Barrios, E. (Recipient), 2012
Prize: Election to learned society
-
SEARCA Regional Professorial Chair Grants
Bayhon Barrios, E. (Recipient), 2016
Prize: National/international honour
Activities
-
SAGE Open (Journal)
Erniel Bayhon Barrios (Peer reviewer)
2024 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
-
Joint meeting of the IASC-ARC Interim Conference 2024 and CSAT 2024
Erniel Bayhon Barrios (Member of programme committee)
13 Dec 2024 → 14 Dec 2024Activity: Participating in or organising an event types › Contribution to conference
-
Asian Business and Management (Journal)
Erniel Bayhon Barrios (Peer reviewer)
2024 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
-
Annals of Data Science (Journal)
Erniel Bayhon Barrios (Peer reviewer)
2024 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
-
Journal of Supercomputing (Journal)
Erniel Bayhon Barrios (Peer reviewer)
2024 → …Activity: Publication peer-review and editorial work types › Peer review responsibility