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A Hilbert space $H$ is a real or complex vector space endowed with an inner product such that $H$ is a complete metric space when endowed with the norm induced by this inner product.

2 votes

Is the maximum of derivatives of a function in (s,2)-Sobolev space (an RKHS) bounded by thei...

Consider $d=1$, $s=1$, $\Omega=(-1,1) \subset \mathbb{R}^1$. We can find a function $g \in L^2(-1,1)$ (or even continuous) for which $g(0)$ is arbitrarily large but $\|g\|_{L^2(-1,1)}$ is arbitrarily …
Nate Eldredge's user avatar
8 votes
Accepted

Orthonormal bases on Reproducing Kernel Hilbert Spaces

The error is in this line: The standard argument shows that $\widetilde{\mathcal{M}}$ is an RKHS of functions on $X$. In fact, this is not generally true. The completion $\widetilde{\mathcal{M} …
Nate Eldredge's user avatar
7 votes

Subspace of $L^2$ that lies in $L^\infty$

Here's one solution. There may be cleaner ones. Let $E$ be as supposed. The natural inclusion $T : L^\infty([0,1]) \hookrightarrow L^2([0,1])$ is bounded, so $E = T^{-1}(E)$ is therefore also close …
Nate Eldredge's user avatar
1 vote
Accepted

Injective inclusion map from RKHS function space to $L_p(\mu)$

It seems, from comments, that the question is based on a misreading. The text does not assert that the inclusion map is always injective; it only gives a necessary and sufficient condition for the ma …
Nate Eldredge's user avatar
2 votes
Accepted

Measurability of specific function

It certainly is measurable. In fact, you may find an explicit formula for it. If we take $I = (0,1)$, then $g_s$ is simply given by $g_s(t) = \operatorname{min}(s,t) - st$. How did I find this? We …
Nate Eldredge's user avatar
2 votes
Accepted

Orthogonal complement vector space

Take $d=1$. In this case all functions in $H^1(\mathbb{R})$ are (absolutely) continuous, so evaluation at a point is well defined . Let $X = \{f \in H^1 : f(0) = 0\}$ which is a well-defined closed …
Nate Eldredge's user avatar
7 votes
Accepted

Equivalence of Gaussian measures

They are not equivalent. For an explicit counterexample, let $\{e_1, e_2, \dots\}$ be an orthonormal basis for $H$, and let $C$ be the diagonal operator $C e_n = \frac{1}{n^2} e_n$. Let $D =2C$. Th …
Nate Eldredge's user avatar
6 votes
Accepted

Closure of polynomials of a function in $L^2$

Let $\sigma(f)$ be the smallest $\sigma$-algebra on $[0,1]$ which makes $f$ measurable. I claim that $\overline{P_f} = L^2(I, \sigma(f), m)$, the space of all square-integrable $\sigma(f)$-measurable …
Nate Eldredge's user avatar
2 votes
Accepted

Infinite hermitian matrix

Not an answer really, but a collection of several comments. The "skew-symmetric" condition is not really natural for an operator on a complex Hilbert space, since it isn't preserved by unitary trans …
Nate Eldredge's user avatar
16 votes
Accepted

Does there exist an event independent of a given sigma-algebra?

No. For a very simple example, take $\Omega = \{a,b,c\}$ consisting of three points, with $\mathcal{F} = 2^\Omega$ and $P(A) = |A|/3$ the uniform measure. Let $\mathcal{G} = \{\{a\}, \{b,c\}, \Omega …
Nate Eldredge's user avatar
7 votes
Accepted

If $H$ is a separable Hilbert space, is its dual dense in $L^2(H)$?

(Rewritten to give an answer more useful to future visitors.) First of all, as noted in comments, there is no (countably additive) Gaussian measure on $H$ with covariance operator the identity. Ho …
Nate Eldredge's user avatar
13 votes
Accepted

$x f'$ bounded by $x^2f $ and $f''$?

By a cutoff function argument, it suffices to assume $f$ is compactly supported, so we can integrate by parts without picking up boundary terms. Thus $$\int (xf')^2 = \int (x^2f') f' = -\int 2xf'f - …
Nate Eldredge's user avatar
7 votes
Accepted

On the domains and extensions of unbounded operators

Yes, you've got it right. Given an unbounded self-adjoint operator $A$ with domain $D(A) \subset H$, using Zorn's lemma you can produce an everywhere defined operator $A'$ on $H$ which extends $A$. …
Nate Eldredge's user avatar