Emily Charlotte Hector

Distributed Inference for Spatial Extremes Modeling in High Dimensions

Hector, E. C., & Reich, B. J. (2023, April 12). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 4.

Parallel-and-stream accelerator for computationally fast supervised learning

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 177.

Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 27(1), 421–432.

Statistical inference for streamed longitudinal data

Luo, L., Wang, J., & Hector, E. C. (2023, February 20). BIOMETRIKA.

Genome-wide association studies of metabolites in Finnish men identify disease-relevant loci

NATURE COMMUNICATIONS, 13(1).

Interrogating the Metabolomic Profile of Amyotrophic Lateral Sclerosis in the Post-Mortem Human Brain by Infrared Matrix-Assisted Laser Desorption Electrospray Ionization (IR-MALDESI) Mass Spectrometry Imaging (MSI)

METABOLITES, 12(11).

JOINT INTEGRATIVE ANALYSIS OF MULTIPLE DATA SOURCES WITH CORRELATED VECTOR OUTCOMES

ANNALS OF APPLIED STATISTICS, 16(3), 1700–1717.

A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis

Journal of the American Statistical Association, 116(534), 805–818.

Doubly distributed supervised learning and inference with high-dimensional correlated outcomes

Journal of Machine Learning Research.

Integrative Analysis of Gene-Specific DNA Methylation and Untargeted Metabolomics Data from the ELEMENT Cohort

Epigenetics Insights.

Joint integrative analysis of multiple data sources with correlated vector outcomes

Hector E, S. P. (2020, November 30). ArXiv Preprint, Vol. 11, pp. 1–26.

Mercury exposure in relation to sleep duration, timing, and fragmentation among adolescents in Mexico City

Environmental Research.

Metabolomic Determinants of Metabolic Risk in Mexican Adolescents

Obesity.