SpaSM: A MATLAB Toolbox for Sparse Statistical Modeling

SpaSM: A MATLAB Toolbox for Sparse Statistical Modeling

Applications in biotechnology such as gene expression analysis and image processing have led to a tremendous development of statistical methods with emphasis on reliable solutions to severely underdetermined systems. Furthermore, interpretations of such solutions are of importance, meaning that the...

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Bibliographic Details
Main Authors: Karl Sjöstrand, Line Harder Clemmensen, Rasmus Larsen, Gudmundur Einarsson, Bjarne Ersbøll
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2018-04-01
Series:Journal of Statistical Software
Subjects:
least angle regression
LASSO
elastic net
sparse principal component analysis
sparse discriminant analysis
MATLAB
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2398

Internet

https://www.jstatsoft.org/index.php/jss/article/view/2398

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