13 citations · 24 across the 4 of their papers we have counts for
4 papers · 1 filter
Variable Selection in Functional Linear Quantile Regression for Identifying Associations between Daily Patterns of Physical Activity and Cognitive Function
Yuanzhen Yue, Stella Self, Yichao Wu +2
Quantile regression is useful for characterizing the conditional distribution of a response variable and understanding heterogeneity in the covariate effects at different quantiles…
Multivariate Functional Principal Component Analysis for Mixed-Type mHealth Data: An Application to Mood Disorders
Debangan Dey, Rahul Ghosal, Kathleen Merikangas +1
Modern mobile health (mHealth) assessment combines self-reported measures of participants' health experiences with passively collected health behavior data throughout the day. Thes…
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…
Bayesian Inference for Generalized Linear Model with Linear Inequality Constraints
Rahul Ghosal, Sujit K. Ghosh
Bayesian statistical inference for Generalized Linear Models (GLMs) with parameters lying on a constrained space is of general interest (e.g., in monotonic or convex regression), b…