99 citations · 188 across the 13 of their papers we have counts for
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math.ST2017★ 3 cited
Sparse Wavelet Estimation in Quantile Regression with Multiple Functional Predictors
Dengdeng Yu, Li Zhang, Ivan Mizera +2
In this manuscript, we study quantile regression in partial functional linear model where response is scalar and predictors include both scalars and multiple functions. Wavelet bas…
math.ST2017★ 1 cited
Profile Estimation for Partial Functional Partially Linear Single-Index Model
Qingguo Tang, Linglong Kong, David Ruppert +1
This paper studies a \textit{partial functional partially linear single-index model} that consists of a functional linear component as well as a linear single-index component. This…
math.ST2013★ 99 cited
Multivariate varying coefficient model for functional responses
Hongtu Zhu, Runze Li, Linglong Kong
Motivated by recent work studying massive imaging data in the neuroimaging literature, we propose multivariate varying coefficient models (MVCM) for modeling the relation between m…