Research output per year
Research output per year
Personal profile
Research Overview
Professor Ombao’s research interest is in the statistical modeling and visualization of high dimensional signals and images. He has developed a coherent set of methods for modeling dependence in complex brain signals; testing for differences in networks across patient groups; and biomarker identification and disease classification based on networks.
Key Research Areas
Epigenetics, Applied Mathematics and Computational Science, Electrical Engineering
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
Biostatistics, Ph.D., University of Michigan, Ann Arbor
1999
Award Date: Jan 1 1999
Statistics, M.S., University of California at Davis
1995
Award Date: Jan 1 1995
Mathematics, B.S., University of the Philippines
1989
Award Date: Jan 1 1989
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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
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A novel method for dynamically altering the surface area of intracranial EEG electrodes.
Remakanthakurup Sindhu, K., Ngo, D., Ombao, H., Olaya, J. E., Shrey, D. W. & Lopour, B. A., Jan 31 2023, In: Journal of Neural Engineering.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Brain Waves Spectral Analysis of Human Responses to Odorous and Non-Odorous Substances: A Preliminary Study.
Chow, X. H., Ting, C-M., Wan Hamizan, A. K., Zahedi, F. D., Tan, H. J., Remli, R., Khoo, C. S., Ombao, H., Sahibulddin, S. Z. & Husain, S., Jun 1 2023, In: The Journal of laryngology and otology. p. 1-26 26 p.Research output: Contribution to journal › Article › peer-review
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CONEX–CONNECT: LEARNING PATTERNS IN EXTREMAL BRAIN CONNECTIVITY FROM MULTICHANNEL EEG DATA
Guerrero, M. B., Huser, R. & Ombao, H., Mar 2023, In: Annals of Applied Statistics. 17, 1, p. 178-198 21 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Editorial for the special issue on Time Series Analysis
Fokianos, K., Kirch, C. & Ombao, H., May 2023, In: Computational Statistics and Data Analysis. 181, 107675.Research output: Contribution to journal › Editorial › peer-review
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Flexible bivariate INGARCH process with a broad range of contemporaneous correlation
Piancastelli, L. S. C., Barreto-Souza, W. & Ombao, H., Mar 2023, In: Journal of Time Series Analysis. 44, 2, p. 206-222 17 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Multivariate Conway-Maxwell-Poisson Distribution: Sarmanov Method and Doubly Intractable Bayesian Inference
Piancastelli, L. S. C., Friel, N., Barreto-Souza, W. & Ombao, H., 2023, In: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS. 32, 2, p. 483-500 18 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Sex differences in mortality among children, adolescents, and young people aged 0-24 years: a systematic assessment of national, regional, and global trends from 1990 to 2021.
Chao, F., Masquelier, B., You, D., Hug, L., Liu, Y., Sharrow, D., Rue, H., Ombao, H., Alkema, L. & Estimation, UN. I. G. F. C. M., Sep 19 2023, In: The Lancet. Global health. 11, 10, p. e1519-e1530Research output: Contribution to journal › Article › peer-review
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Smooth online parameter estimation for time varying VAR models with application to rat local field potential activity data
El Yaagoubi Bourakna, A., Pinto, M., Fortin, N. & Ombao, H., Apr 13 2023, In: Statistics and Its Interface. 16, 2, p. 227-257 31 p.Research output: Contribution to journal › Article › peer-review
Press/Media
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Findings from King Abdullah University of Science and Technology (KAUST) Update Knowledge of Statistics (Smooth Online Parameter Estimation for Time Varying Var Models With Application To Rat Local Field Potential Activity Data)
Hernando Ombao & Anass El Yaagoubi Bourakna
06/12/23
1 item of Media coverage
Press/Media: Press / Media
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Researchers from King Abdullah University of Science and Technology (KAUST) Report Recent Findings in Pain and Central Nervous System (Conex-connect: Learning Patterns In Extremal Brain Connectivity From Multichannel Eeg Data)
Raphael Huser & Hernando Ombao
03/28/23
1 item of Media coverage
Press/Media: Press / Media
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Findings on Statistics Reported by Investigators at King Abdullah University of Science and Technology (KAUST) (Variation Pattern Classification of Functional Data)
11/22/22
1 item of Media coverage
Press/Media: Press / Media
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Filipino artist’s painting gets misrepresented as famous painter Van Gogh’s masterpiece
08/10/21
1 item of Media coverage
Press/Media: Press / Media
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Statistical analyses reveal the shape of epileptic seizures
07/23/19
1 item of Media coverage
Press/Media: Press / Media
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Statistical analyses of EEG recordings can provide better understanding of epileptic seizures
07/22/19
1 item of Media coverage
Press/Media: Press / Media