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High-dimensional Newey-Powell Test Via Approximate Message Passing

stat.ME · 2023-11-08 · unverdicted · novelty 6.0

A high-dimensional Newey-Powell heteroscedasticity test is developed via expectile regression with limiting distribution and asymptotic power obtained through approximate message passing in the n/p to delta regime.

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  • High-dimensional Newey-Powell Test Via Approximate Message Passing stat.ME · 2023-11-08 · unverdicted · none · ref 33

    A high-dimensional Newey-Powell heteroscedasticity test is developed via expectile regression with limiting distribution and asymptotic power obtained through approximate message passing in the n/p to delta regime.