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stat.ME2026
Cluster-Based Dimensionality Reduction by Nonparametric Distributional Screening
Sanoja Jha, Rishikesh Muralimohan, Praveen Athauda Arachchi +1
We consider dimensionality reduction for high-dimensional observations accompanied by a supplied partition into two or more clusters. The objective is not to construct a low-rank p…
stat.ME2026
Design-Based Inference under Deep Domain Stratification: Language of Instruction and Private-Institution Choice in India's NSS 71st Round
Aksaj Goel, Abhishek Bhattacharjee
Large household surveys support precise national estimates but can become statistically fragile after repeated disaggregation by geography, sector, sex, age, and outcome category.…
stat.ME2026
Bayesian Distilled Clustering for High-Dimensional Mixture Models
Pulkita Aggarwal, Abhishek Bhattacharjee
Latent subgroup analysis is central to fields such as genomics, precision medicine, and social science, where the goal is to identify heterogeneous populations with distinct covari…