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- Title
KERNEL METHODS FOR INDEPENDENCE MEASUREMENT WITH COEFFICIENT CONSTRAINTS.
- Authors
CHEN, HENG; WU, JITAO
- Abstract
Tests to determine the dependence or independence of random variables X and Y are well established. Recently, criteria based on reproducing kernel Hilbert spaces has received much attentions. They are developed in the setting of norm of Hilbert spaces. In this paper we propose tests in the setting of constraints of coefficients of functions. Some estimates of tests are constructed. In particular the error between the test of constrained covariance and the estimate is bounded.
- Subjects
KERNEL (Mathematics); INDEPENDENCE (Mathematics); COEFFICIENTS (Statistics); CONSTRAINT satisfaction; RANDOM variables; HILBERT space; ANALYSIS of covariance
- Publication
International Journal of Wavelets, Multiresolution & Information Processing, 2014, Vol 12, Issue 1, p-1
- ISSN
0219-6913
- Publication type
Article
- DOI
10.1142/S0219691314500064