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Testing For Functional Effects (with Bruce J. Swihart and Ciprian M. Crainiceanu), Johns Hopkins University, Dept. of Biostatistics Working Papers (2012)
The goal of our article is to provide a transparent, robust, and computationally feasible statistical...
CORRECTED CONFIDENCE BANDS FOR FUNCTIONAL DATA USING PRINCIPAL COMPONENTS (with Sonja Greven and Ciprian M. Crainiceanu), Johns Hopkins University, Dept. of Biostatistics Working Papers (2011)
Functional principal components (FPC) analysis is widely used to decompose and express functional observations. Curve...
MOVELETS: A DICTIONARY OF MOVEMENT (with Jiawei Bai, Brian Caffo, Thomas A. Glass, and Ciprian M. Crainiceanu), Johns Hopkins University, Dept. of Biostatistics Working Papers (2011)
Recent technological advances provide researchers a way of gathering real-time information on an individual’s movement...
LONGITUDINAL PENALIZED FUNCTIONAL REGRESSION (with Ciprian M. Crainiceanu, Brian Caffo, and Daniel Reich), Johns Hopkins University, Dept. of Biostatistics Working Papers (2010)
We propose a new regression model and inferential tools for the case when both the...
PENALIZED FUNCTIONAL REGRESSION (with Jennifer Feder, Ciprian M. Crainiceanu, Brian Caffo, and Daniel Reich), Johns Hopkins University, Dept. of Biostatistics Working Papers (2010)
We develop fast fitting methods for generalized functional linear models. An undersmooth of the functional...