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Hypothesis testing for band size detection of high-dimensional banded precision matrices

Many statistical analysis procedures require a good estimator for a high-dimensional covariance matrix or its inverse, the precision matrix. When the precision matrix is banded, the Cholesky-based method often yields a good estimator of the precision matrix. One important aspect of this method is de...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Biometrika
Egile Nagusiak: AN, BAIGUO, GUO, JIANHUA, LIU, YUFENG
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2014
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4629499/
https://ncbi.nlm.nih.gov/pubmed/26538662
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asu006
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