4 citations · 23 across the 17 of their papers we have counts for
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stat.ME2017★ 3 cited
A New Method for Performance Analysis in Nonlinear Dimensionality Reduction
Jiaxi Liang, Shojaeddin Chenouri, Christopher G. Small
In this paper, we develop a local rank correlation measure which quantifies the performance of dimension reduction methods. The local rank correlation is easily interpretable, and…
stat.ME2017
Optimal estimation in functional linear regression for sparse noise-contaminated data
Behdad Mostafaiy, MohammadReza FaridRohani, Shojaeddin Chenouri
In this paper, we propose a novel approach to fit a functional linear regression in which both the response and the predictor are functions of a common variable such as time. We co…