Partially linear quantile regression for complex nonlinear component in ultra-high dimension

Shuoyang Wang

doi:10.1214/25-ejs2436

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Partially linear quantile regression for complex nonlinear component in ultra-high dimension

Shuoyang Wang

Year: 2025 Journal: Electronic Journal of Statistics Vol: 19 (2) Publisher: Institute of Mathematical Statistics

DOI: 10.1214/25-ejs2436

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Keywords:

Mathematics Sliced inverse regression Component (thermodynamics) Dimension (graph theory) Quantile regression Quantile Statistics High dimensional Sufficient dimension reduction Econometrics Nonlinear system Regression Applied mathematics Artificial intelligence Combinatorics Computer science

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Advanced Statistical Methods and Models

Physical Sciences → Mathematics → Statistics and Probability

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Control Systems and Identification

Physical Sciences → Engineering → Control and Systems Engineering

Partially linear quantile regression for complex nonlinear component in ultra-high dimension

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