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Strong consistency of lasso estimators
A. Chatterjee
, S. N. Lahiri
Institute of Clinical and Translational Sciences (ICTS)
Research output
:
Contribution to journal
›
Article
›
peer-review
8
Scopus citations
Overview
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Dive into the research topics of 'Strong consistency of lasso estimators'. Together they form a unique fingerprint.
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Keyphrases
Lasso Estimator
100%
Strong Consistency
100%
Convergence Rate
42%
Least Absolute Shrinkage and Selection Operator (LASSO)
14%
Regression Parameters
14%
Parameter Vector
14%
Penalty Parameter
14%
Strongly Consistent
14%
Least Squares Estimator
14%
Design Matrix
14%
Almost Surely
14%
Smallest Order
14%
Orthogonality Condition
14%
Mathematics
Least Absolute Shrinkage and Selection Operator
100%
Rate of Convergence
37%
Error Variable
25%
Regression Parameter
12%
Parameter Vector
12%
Square Estimator
12%
Design Matrix
12%
True Parameter
12%
Orthogonality
12%
Finite Mean
12%
Least Squares Method
12%