3 papers
stat.AP2019
Simultaneous Variable Selection, Clustering, and Smoothing in Function on Scalar Regression
Suchit Mehrotra, Arnab Maity
We address the problem of multicollinearity in a function-on-scalar regression model by using a prior which simultaneously selects, clusters, and smooths functional effects. Our me…
stat.ME2017
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…
math.ST2008
Estimation of population-level summaries in general semiparametric repeated measures regression models
Arnab Maity, Tatiyana V. Apanasovich, Raymond J. Carroll
This paper considers a wide family of semiparametric repeated measures regression models, in which the main interest is on estimating population-level quantities such as mean, vari…