Robust linear discriminant analysis using MOM-Qn and WMOM-Qn estimators: Coordinate-wise approach

Robust linear discriminant analysis (RLDA) methods are becoming the better choice for classification problems as compared to the classical linear discriminant analysis (LDA) due to their ability in circumventing outliers issue. Classical LDA relies on the usual location and scale estimators which ar...

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Bibliographic Details
Main Author: Melik, Hameedah Naeem
Format: Thesis
Published: 2017
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