Robust variable selection methods for large- scale data in the presence of multicollinearity, autocorrelated errors and outliers

The robust correlation coefficient based on robust multivariate location and scatter matrix such as Fast Minimum Covariance Determinant (Fast MCD) is not feasible option for high dimensional data due to its time consuming procedure. To overcome this problem, robust adjusted Winsorization correlat...

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书目详细资料
主要作者: Uraibi, Hassan S.
格式: Thesis
语言:English
出版: 2016
主题:
在线阅读:http://psasir.upm.edu.my/id/eprint/69762/1/IPM%202016%205%20-%20IR.pdf