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Questions tagged [convolution]

Questions on the (continuous or discrete) convolution of two functions. It can also be used for questions about convolution of distributions (in the Schwartz's sense) or measures.

1,184 questions with no upvoted or accepted answers
15 votes
0 answers
856 views

Distribution of the sum of absolutes values of T-distributed random variables

Where $X$ is a r.v. following a symmetric $T$ distribution with $0 $mean and tail parameter $\alpha$. I am looking for the distribution of the $n$-summed independent variables $ \sum_{1 \leq i \leq n}|...
Nero's user avatar
  • 3,769
12 votes
0 answers
302 views

What plays the role of the identity for the generalized convolution associated to the Fourier-Bessel transform?

In traditional Fourier theory, the Dirac delta plays the role of an "identity" for the $L^1$ algebra with respect to the usual convolution. The convolution is traditionally built out of group ...
Cameron Williams's user avatar
11 votes
0 answers
266 views

Convolution of a box function over the hypercube

This looks like a simple convolution over the $p$-dimensional hypercube, but I am unable to find a closed form expression for arbitrary integer $p$: $$f_p(a)=\int_0^1 dx_1\int_0^1 dx_2\cdots \int_0^1 ...
Carlo Beenakker's user avatar
10 votes
0 answers
268 views

Is there a closed form solution of $f(x)^2+(g*f)(x)+h(x)=0$ for $f(x)$?

When $g(x)$ and $h(x)$ are given functions, can $f(x)^2+(g*f)(x)+h(x)=0$ be solved for $f(x)$ in closed form (at least with some restrictions to $g,h$)? (The $*$ is not a typo, it really means ...
Tobias Kienzler's user avatar
9 votes
0 answers
445 views

Integrating $\int_{0}^{\infty} \frac{p^6 dp }{1 + a p^4 + b p^6 } \int_{0}^{\pi}\frac{\sin^5 \theta \,d\theta}{1 + a |p-k|^4 + b |p-k|^6 }$

This is my first question here, so I hope I'm not giving too little/too much information. I need some help calculating (or even approximating) an integral which I've been wrestling with for a while. ...
Philip's user avatar
  • 492
9 votes
0 answers
162 views

Properties of a continued fraction convolution operation

Usually the partial numerators of a continued fraction are all 1s. Has anyone considered the operation where you convolve 1 continued fraction with another, in other words, make a new continued ...
Cris Stringfellow's user avatar
8 votes
0 answers
249 views

Potential uses for viewing discrete wavelets constructed by filter banks as hierarchical random walks.

I have some weak memory that some sources I have encountered a long time ago make some connection between random walks and wavelets, but I am quite sure it is not in the same sense. What I was ...
mathreadler's user avatar
  • 26.1k
8 votes
0 answers
2k views

Why matrix representation of convolution cannot explain the convolution theorem?

A record saying that Convolution Theorem is trivial since it is identical to the statement that convolution, as Toeplitz operator, has fourier eigenbasis and, therefore, is diagonal in it, has ...
Val's user avatar
  • 1,481
7 votes
0 answers
106 views

Evaluate $\int_0^t e^{-\lambda s} \,\text{erf}(\ln(t-s))\,\text{d}s$?

I'm trying to efficiently graph the function $I(t)$ for $t>0$ where $$I(t) :=\int_0^t e^{-\lambda s} \,\text{erf}(\ln(t-s))\,\text{d}s,\qquad \lambda>0$$ but its evaluation is beyond my powers ...
MisterBlobfish's user avatar
7 votes
1 answer
315 views

Positivity of a convolution integral

Let $f\in\mathcal{S}(\mathbb{R}^3)$ a real function. Consider the following integral $$I_f:=\int_{\mathbb{R}^3}\int_{\mathbb{R}^3}\frac{f(x)f(y)}{|x-y|^2}dydx$$ Observe that, either if $f$ is ...
Capublanca's user avatar
  • 1,262
7 votes
0 answers
627 views

Gamma random variables with fixed sum (different scale parameters)

Given a vector of independent random variables $\{X_i\}_{i=1..N}$, each of which is distributed according to a Gamma-distribution with pdf $Pr(X_i=x;\alpha_i,\beta_i) = \frac{1}{\Gamma (\alpha_i)}\...
user31456's user avatar
6 votes
0 answers
89 views

Conditions for $P(X_1 + \cdots X_{n+1} = 0) < P(X_1 + \cdots X_n = 0) $ to hold for all $n$?

Let $X_i$ be iid random discrete variables with pmf $f$ . We may restrict ourselve to pmfs with finite even support: $f \in G_N$ ($ f[k] > 0 \implies |k| \le N$) or perhaps $f \in G^{+}_N$ ($ f[k] &...
leonbloy's user avatar
  • 64.4k
6 votes
0 answers
106 views

Show that any non-trivial ideal of $(L_1,*)$ is dense

This is related to this other question, I mean, the linked question comes to my mind trying to solve the following exercise: Show that any non-trivial ideal of $(L_1,*)$ is dense. Here $(L_1,*)$ ...
Masacroso's user avatar
  • 30.8k
6 votes
0 answers
3k views

Orthogonality of Periodic Sinc function

Background The Weyl-Heisenberg set $\mathcal{S}$ of sinc functions forms an orthonormal basis for $L_2(R)$, where we have $$\mathcal{S}=\{s_{km}(t)=\frac{sin(\pi (t-m)}{\pi (t-m)}\exp(j2\pi kt)|m,k\...
Maximilian Matthé's user avatar
6 votes
0 answers
850 views

Numerical stability of Winograd short convolution algorithm

Similar to how Strassen matrix multiplication is an asymptotically faster matrix-multiplication algorithm, there exists a similar idea for convolution by (short) filters called Winograd convolution [1,...
Iwillnotexist Idonotexist's user avatar

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