Model-based classification with predictors subjected to detection limit

Model-based classification with predictors subjected to detection limit

In the biomedical field, important factors such as biomarkers are often left censored due to the limitations of the measuring instruments. Classification cannot be performed on a dataset with predictors subjected to detection limit and hence needs to be processed. Imputation, the process of assignin...

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書目詳細資料
主要作者:	Chong, Ryan
其他作者:	Xiang Liming
格式:	Final Year Project
語言:	English
出版:	Nanyang Technological University 2024
主題:	Mathematical Sciences Detection limit Left censoring Missing data Imputation Logistic regression
在線閱讀:	https://hdl.handle.net/10356/181352
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

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