1 citations · 2 across the 6 of their papers we have counts for
5 papers · 1 filter
PROLIFIC: Projection-based Test for Lack of Importance of Smooth Functional Effect in Crossover Design
Salil Koner, Ana-Maria Staicu, Arnab Maity
Wearable devices for continuous monitoring of electronic health increased attention due to their richness in information. Often, inference is drawn from features that quantify some…
Divide-and-Conquer MCMC for Multivariate Binary Data
Suchit Mehrotra, Halley Brantley, Peter Onglao +5
The analysis of large scale medical claims data has the potential to improve quality of care by generating insights which can be used to create tailored medical programs. In partic…
The Robust Kernel Association Test
Kara Martinez, Arnab Maity, Robert Yolken +2
Testing the association between SNP effects and a response is a common task. Such tests are often carried out through kernel machine methods based on least squares, such as the Seq…
A Score Based Test for Functional Linear Concurrent Regression
Rahul Ghosal, Arnab Maity
We propose a novel method for testing the null hypothesis of no effect of a covariate on the response in the context of functional linear concurrent regression. We establish an equ…
A Comparison of Testing Methods in Scalar-on-Function Regression
Merve Yasemin Tekbudak, Marcela Alfaro Córdoba, Arnab Maity +1
A scalar-response functional model describes the association between a scalar response and a set of functional covariates. An important problem in the functional data literature is…