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IPAD: Stable Interpretable Forecasting with Knockoffs Inference

Interpretability and stability are two important features that are desired in many contemporary big data applications arising in statistics, economics, and finance. While the former is enjoyed to some extent by many existing forecasting approaches, the latter in the sense of controlling the fraction...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Fan, Yingying, Lv, Jinchi, Sharifvaghefi, Mahrad, Uematsu, Yoshimasa
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7954402/
https://ncbi.nlm.nih.gov/pubmed/33716359
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2019.1654878
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