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Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators
book

Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators

by Tailen Hsing, Randall Eubank
May 2015
Intermediate to advanced
384 pages
9h 20m
English
Wiley
Content preview from Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators

4.5 Trace class operators

In the previous section, we introduced HS operators that provide an important subset of the compact operators. Another such subset is the trace class or nuclear operators that we examine in this section.

Let c04-math-599 be any bounded linear operator on some Hilbert space c04-math-600. By Theorem 3.4.3, we can define the square root of c04-math-601 as a bounded, nonnegative, self-adjoint operator c04-math-602 such that c04-math-603.

An argument ...

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