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Sparse High Dimensional Models in Economics

This paper reviews the literature on sparse high dimensional models and discusses some applications in economics and finance. Recent developments of theory, methods, and implementations in penalized least squares and penalized likelihood methods are highlighted. These variable selection methods are...

詳細記述

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書誌詳細
主要な著者: Fan, Jianqing, Lv, Jinchi, Qi, Lei
フォーマット: Artigo
言語:Inglês
出版事項: 2011
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3196636/
https://ncbi.nlm.nih.gov/pubmed/22022635
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1146/annurev-economics-061109-080451
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