Reproducing kernel Hilbert spaces in probability and statistics
by Berlinet, A.
1 Theory.- 2 RKHS AND STOCHASTIC PROCESSES.- 3 Nonparametric Curve Estimation.- 4 Measures And Random Measures.- 5 Miscellaneous Applications.- 6 Computational Aspects.- 7 A Collection of Examples.- to Sobolev spaces.- A.l Schwartz-distributions or generalized functions.- A.1.1 Spaces and their topology.- A.1.2 Weak-derivative or derivative in the sense of distributions.- A.1.3 Facts about Fourier transforms.- A.2 Sobolev spaces.- A.2.1 Absolute continuity of functions of one variable.- A.2.2 S…
Read More ↓Title Statements
- Full title :Reproducing kernel Hilbert spaces in probability and statistics / Alain Berlinet, Christine Thomas-Agnan.
Summary
1 Theory.- 2 RKHS AND STOCHASTIC PROCESSES.- 3 Nonparametric Curve Estimation.- 4 Measures And Random Measures.- 5 Miscellaneous Applications.- 6 Computational Aspects.- 7 A Collection of Examples.- to Sobolev spaces.- A.l Schwartz-distributions or generalized functions.- A.1.1 Spaces and their topology.- A.1.2 Weak-derivative or derivative in the sense of distributions.- A.1.3 Facts about Fourier transforms.- A.2 Sobolev spaces.- A.2.1 Absolute continuity of functions of one variable.- A.2.2 Sobolev space with non negative integer exponent.- A.2.3 Sobolev space with real exponent.- A.2.4 Peri.
Read More ↓Edition Statements
- Publication Date:2004.
Publication Statements
- Publisher(s):Springer Science+Business Media
- Place of Publication:New York
- Language:eng
- Publication Date:2004.
The Physical Object
- Description:1 online resource (xxii, 355 pages :) : : illustrations
Edition Identifiers
- ISBN:1441990968, 9781441990969, 1461347920, 9781461347927
- oclc:ocn844346520
- LC Classification:QA322.4
- Dewey Decimal:330
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