Adaptive Elastic-Net for ergodic diffusions achieves mixed-rate oracle properties and non-asymptotic l2 and prediction error bounds.
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Adaptive Elastic-Net estimation for sparse diffusion processes
Adaptive Elastic-Net for ergodic diffusions achieves mixed-rate oracle properties and non-asymptotic l2 and prediction error bounds.