Improving the performance of the prediction analysis of microarrays algorithm via different thresholding methods and heteroscedastic modeling
Doctor of Philosophy === Department of Statistics === Haiyan Wang === This dissertation considers different methods to improve the performance of the Prediction Analysis of Microarrays (PAM). PAM is a popular algorithm for high-dimensional classification. However, it has a drawback of retaining too ma...
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| Language: | en_US |
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Kansas State University
2014
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| Online Access: | http://hdl.handle.net/2097/17914 |