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20142026
most citedEstimation and model selection in generalized additive partial linear models for correlated data with diverging number of covariates

67 citations · 111 across the 41 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

stat.ML2019

Individualized Multilayer Tensor Learning with An Application in Imaging Analysis

Xiwei Tang, Xuan Bi, Annie Qu

This work is motivated by multimodality breast cancer imaging data, which is quite challenging in that the signals of discrete tumor-associated microvesicles (TMVs) are randomly di…

stat.ME2019★ 11 cited

Integrating multi-source block-wise missing data in model selection

Fei Xue, Annie Qu

For multi-source data, blocks of variable information from certain sources are likely missing. Existing methods for handling missing data do not take structures of block-wise missi…