Factor-augmented quantile regression with convolution smoothing and an ℓ1 penalty is consistent, and a bootstrap test assesses factor-model adequacy.
: The adaptive lasso and its oracle properties
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Factor Augmented Quantile Regression Model
Factor-augmented quantile regression with convolution smoothing and an ℓ1 penalty is consistent, and a bootstrap test assesses factor-model adequacy.