Ji Meng Loh

New Jersey Institute of Technology — United States

Medicine · Health Sciences

18h-index2.0kcitations80works1.02yr avg
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Research Topics

Data-Driven Disease Surveillance(10), Functional Brain Connectivity Studies(9), Point processes and geometric inequalities(9), Spatial and Panel Data Analysis(9), Statistical Methods and Inference(7)

Publications80 total

Neural networks for simultaneous modeling of multi-population mortality with coherent forecasts
Scandinavian Actuarial Journal·2025
A hierarchical random effects state-space model for modeling brain activities from electroencephalogram data
Biometrics·2024Open Access
Learning optimal biomarker‐guided treatment policy for chronic disorders
Statistics in Medicine·2024· 3 citedOpen Access
A Hierarchical Random Effects State-space Model for Modeling Brain Activities from Electroencephalogram Data
arXiv (Cornell University)·2023Open Access
Learning Optimal Biomarker-Guided Treatment Policy for Chronic Disorders
arXiv (Cornell University)·2023Open Access
Nonparametric inference for interval data using kernel methods
Journal of nonparametric statistics·2023
Subsumption, Correctness and Relative Correctness
SSRN Electronic Journal·2023Open Access
Nonparametric inference for interval data using kernel methods
Figshare·2023Open Access
Subsumption, Correctness and Relative Correctness
SSRN Electronic Journal·2023Open Access
A Latent State Space Model for Estimating Brain Dynamics from Electroencephalogram (EEG) Data
Biometrics·2022· 6 citedOpen Access
Invarint Relations for Affine Loops
SSRN Electronic Journal·2022Open Access
Sufficient dimension reduction for spatial point processes using weighted principal support vector machines
Statistics and Its Interface·2022
Muscle co-contractions are greater in older adults during walking at self-selected speeds over uneven compared to even surfaces
Journal of Biomechanics·2021· 9 cited
Accounting for spatial correlation in the scan statistic
UNC Libraries·2021Open Access
Generalized bagging
Journal of the Korean Statistical Society·2021
Spatial Sampling Design Using Generalized Neyman–Scott Process
Journal of Agricultural Biological and Environmental Statistics·2020· 2 cited
Quantitative Analysis of Mutant Equivalence
Communications in computer and information science·2020· 2 cited
Are Outlier Detection Methods Resilient to Sampling?
arXiv (Cornell University)·2019· 1 citedOpen Access
MATH 344-001: Regression Analysis
2019
MATH 661-103: Applied Statistics
2019
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Frequent Co-authors

Tamraparni Dasu(7), Yue Yu(5), Erin Speiser Ihde(5), Lawrence D. Rosen(5), Woncheol Jang(5), Martin A. Lindquist(4), Richard A. Becker(3), Ramón Cáceres(3), Karrie Hanson(3), Simon Urbanek(3), Alexander Varshavsky(3), Chris Volinsky(3), Naa Oyo A. Kwate(3), Laure Berti‐Équille(3), Tor D. Wager(2), Jeffrey R. Boscamp(2), Johan Lim(2), Nicole A. Lazar(2), Donghyeon Yu(2), Michael L. Stein(2)