13 citations · 13 across the 3 of their papers we have counts for
3 papers
stat.ME2023
Density-on-Density Regression
Yi Zhao, Abhirup Datta, Bohao Tang +2
In this study, a density-on-density regression model is introduced, where the association between densities is elucidated via a warping function. The proposed model has the advanta…
stat.ME2023
Functional Principal Component Analysis for Continuous non-Gaussian, Truncated, and Discrete Functional Data
Debangan Dey, Rahul Ghosal, Kathleen Merikangas +1
Mobile health studies often collect multiple within-day self-reported assessments of participants' behavior and well-being on different scales such as physical activity (continuous…
stat.ME2022★ 13 cited
Shape-constrained Estimation in Functional Regression with Bernstein Polynomials
Rahul Ghosal, Sujit Ghosh, Jacek Urbanek +2
Shape restrictions on functional regression coefficients such as non-negativity, monotonicity, convexity or concavity are often available in the form of a prior knowledge or requir…