Modern variable selection techniques in the generalised linear model with application in Biostatistics

In a Biostatistics environment, the datasets to be analysed are frequently high-dimensional and multicollinearity is expected due to the nature of the features. However, many traditional approaches to statistical analysis and feature selection cease to be useful in the presence of high-dimensionalit...

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Bibliographic Details
Main Author: Millard, Salomi
Other Authors: Arashi, Mohammad
Language:en
Published: University of Pretoria 2020
Subjects:
Online Access:http://hdl.handle.net/2263/76508
Millard, S 2020, Modern variable selection techniques in the generalised linear model with application in Biostatistics, MSc Mini Dissertation, University of Pretoria, Pretoria, viewed yymmdd <http://hdl.handle.net/2263/76508>