Publications

Our Faculty members are frequent contributors to world-renowned journals and serve on editorial boards of top IS, OM and Statistics academic journals.

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Business Statistics

Inference for changing periodicity, smooth trend and covariate effects in time series

Cheng, M., Siegmund, D., Wang, S., Wang, H., Xia, L.
Journal of the Royal Statistical Society, Series B, Reject with resubmission (2025)
Business Statistics

Statistical Method scDEED for Detecting Dubious 2D single-cell Embeddings and Optimizing t-SNE and UMAP Hyperparameters

Xia, L., Lee, C., Li, JJ.
Nature Communications, (2025) 15, no. 1: 1753.  Selected by editors as a featured article
Business Statistics

Dynamic Network Poisson Autoregression with Application to COVID-19 Count Data

Asai, Manabu, Chu, Amanda M.Y., So, Ka Pui
Journal of Data Science, v. 23, (1), January 2025, p. 208-224
Business Statistics

Utilizing Google Trends Data to Enhance Forecasts and Monitor Long COVID Prevalence

Asai, Manabu, Chu, Amanda M. Y., So, Ka Pui
Communications Medicine, v. 5, May 2025, article number 179
Business Statistics

Which Types of Family Caregivers are More Prone to Developing Depression? Leveraging Non-financial Social Support to Mitigate Depression

Chu, Amanda Man Ying, Woo, Damen H.Y., Tiwari, Agnes, Yuk, Helina, So, Mike Ka Pui
Current Psychology, v. 44, (1), January 2025, p. 73-84
Business Statistics

Neyman–Pearson and Equal Opportunity: When Efficiency Meets Fairness in Classification

Fan, J., Tong, X., Wu, Y., Xia, L. , Yao, S.
Journal of the American Statistical Association, Major revision (2025)
Business Statistics

Robust Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models

Tian, Y., Weng, H., Xia, L. , Feng, Y.
Journal of the American Statistical Association, Major revision (2025)
Business Statistics

Applications of Bayesian Networks in Assessing the Effects of Family Resilience on Caregiver Behavioral Problems, Depressive Symptoms, and Burdens

Chu, Amanda M. Y., Chan, Shun Hin, Chang, Stephen S. Y., Tiwari, Agnes, Yuk, Helina, So, Ka Pui
Journal of Computational Social Science, May 2024
Business Statistics

Bayesian Systemic Risk Analysis using Latent Space Network Models

So, Mike Ka Pui, Chan, Wing Chun, Chu, Amanda Man Ying
Data Science in Science, v. 3, (1), December 2024, article number 2381724
Business Statistics

Child-friendly Family Reduces Parenting Stress in Chinese Families: the Mediating Role of Family Resilience

Chu, Amanda Man Ying, Tsang, Jenny Tsun Yee, Tiwari, Agnes, Yuk, Helina, So, Ka Pui
Frontiers in Psychology, v. 15, October 2024, article number 1430005