99 citations · 316 across the 43 of their papers we have counts for
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Estimation for bivariate quantile varying coefficient model
Linglong Kong, Haoxu Shu, Giseon Heo +1
We propose a bivariate quantile regression method for the bivariate varying coefficient model through a directional approach. The varying coefficients are approximated by the B-spl…
Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits
Qianchuan He, Linglong Kong, Yanhua Wang +3
Genetic studies often involve quantitative traits. Identifying genetic features that influence quantitative traits can help to uncover the etiology of diseases. Quantile regression…
Partial Functional Linear Quantile Regression for Neuroimaging Data Analysis
Dengdeng Yu, Linglong Kong, Ivan Mizera
We propose a prediction procedure for the functional linear quantile regression model by using partial quantile covariance techniques and develop a simple partial quantile regressi…