2 papers
stat.ME2026
Pathwise Shrinkage and Probabilistic Calibration of the Multiplicative Half-Cauchy Process
Siddhesh Kulkarni
We characterize the multiplicative half-Cauchy process through its log-scale random-walk representation, establishing shrinkage, expansion, and critical regimes, almost-sure summab…
stat.ME2023
A Bayesian Methodology for Estimation for Sparse Canonical Correlation
Siddhesh Kulkarni, Subhadip Pal, Jeremy T. Gaskins
It can be challenging to perform an integrative statistical analysis of multi-view high-dimensional data acquired from different experiments on each subject who participated in a j…