Sparse partial least-squares regression for high-throughput survival data analysis

2013 ◽  
Vol 32 (30) ◽  
pp. 5340-5352 ◽  
Author(s):  
Donghwan Lee ◽  
Youngjo Lee ◽  
Yudi Pawitan ◽  
Woojoo Lee
Keyword(s):  
Data Analysis ◽  
Least Squares ◽  
Partial Least Squares ◽  
High Throughput ◽  
Survival Data ◽  
Partial Least Squares Regression ◽  
Least Squares Regression

scholarly journals Multivariate statistical methodologies applied in biomedical Raman spectroscopy: assessing the validity of partial least squares regression using simulated model datasets

The Analyst ◽  
2015 ◽  
Vol 140 (7) ◽  
pp. 2482-2492 ◽  
Author(s):  
Mark E. Keating ◽  
Haq Nawaz ◽  
Franck Bonnier ◽  
Hugh J. Byrne
Keyword(s):  
Raman Spectroscopy ◽  
Data Analysis ◽  
Least Squares ◽  
Partial Least Squares ◽  
Biomedical Applications ◽  
Partial Least Squares Regression ◽  
Least Squares Regression ◽  
Multivariate Statistical ◽  
Simulated Model ◽  
Analysis Tools

In the drive towards biomedical applications of Raman spectroscopy, it is critically important to validate the data analysis tools.

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