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stat.ME2026
Linked-Tucker Factorized Individualized Regression for Paired Multivariate Categorical Outcomes
Arkaprava Roy, Jeremy T. Gaskins, Steven Levy +1
We propose a joint individualized hurdle-ordinal regression model for paired zero-inflated ordinal outcomes with subject-specific, spatially varying, and time-varying covariate eff…
stat.AP2026
Sparse Reduced-rank Regression Methods for Spatially Misaligned Data with Application to Spatial Transcriptomics
Zitian Wu, Susmita Datta, Arkaprava Roy
Understanding the spatiotemporal dynamics of disease progression in relation to transcriptomic profiles provides key insights into complex conditions such as Alzheimer's disease. T…