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Directional Variance Adjustment: Bias Reduction in Covariance Matrices Based on Factor Analysis with an Application to Portfolio Optimization

Robust and reliable covariance estimates play a decisive role in financial and many other applications. An important class of estimators is based on factor models. Here, we show by extensive Monte Carlo simulations that covariance matrices derived from the statistical Factor Analysis model exhibit a...

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שמור ב:
מידע ביבליוגרפי
Main Authors: Bartz, Daniel, Hatrick, Kerr, Hesse, Christian W., Müller, Klaus-Robert, Lemm, Steven
פורמט: Artigo
שפה:Inglês
יצא לאור: Public Library of Science 2013
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC3701014/
https://ncbi.nlm.nih.gov/pubmed/23844016
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0067503
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