Math 2.0

Special functions Spherical harmonics and group-theoretic special functions Theorem

Mehta integral

Builds on Gamma functionSelberg integralGaussian integral

Statement

Let n≥1n \ge 1 be an integer and let γ∈ℂ\gamma \in \C with Re⁡γ>−1n\operatorname{Re} \gamma > -\frac{1}{n}. Let Γ\Gamma be the gamma function. Then 1(2π)n/2∫ℝn∏1≤i<j≤n∣xi−xj∣2γ e−(x12+⋯+xn2)/2 dx1⋯dxn=∏j=1nΓ(1+jγ)Γ(1+γ).\frac{1}{(2\pi)^{n/2}} \int_{\R^n} \prod_{1 \le i < j \le n} \abs{x_i - x_j}^{2\gamma}\, e^{-(x_1^2 + \cdots + x_n^2)/2} \, dx_1 \cdots dx_n = \prod_{j=1}^{n} \frac{\Gamma(1 + j\gamma)}{\Gamma(1 + \gamma)}.

Remarks

The formula follows from the Selberg integral by a limit. Put α=β=λ\alpha = \beta = \lambda and ti=12+xi22λt_i = \frac12 + \frac{x_i}{2\sqrt{2\lambda}}; then (ti(1−ti))λ−1(t_i(1 - t_i))^{\lambda - 1} tends, after rescaling, to e−xi2/2e^{-x_i^2/2} as λ→∞\lambda \to \infty, and Stirling's formula evaluates the limit of the right side. For γ=0\gamma = 0 both sides equal 11, by the Gaussian integral. Example: n=2n = 2 and γ=1\gamma = 1. Then x1−x2x_1 - x_2 is normal with mean 00 and variance 22 under the Gaussian weight, so the left side is 𝔼[(x1−x2)2]=2\mathbb{E}[(x_1 - x_2)^2] = 2, and the right side is Γ(2)Γ(2)⋅Γ(3)Γ(2)=2\frac{\Gamma(2)}{\Gamma(2)} \cdot \frac{\Gamma(3)}{\Gamma(2)} = 2. The bound Re⁡γ>−1n\operatorname{Re} \gamma > -\frac1n is needed: for smaller γ\gamma the singularity where all xix_i coincide makes the integral diverge.

Going deeper

For a student

For γ=12,1,2\gamma = \frac12, 1, 2 the integrand is, up to the Gaussian factor, the joint density of the eigenvalues of the Gaussian orthogonal, unitary and symplectic ensembles of random matrices. So the formula gives the normalizing constants of these densities. It is the Gaussian member of a family of integrals over root systems, the Macdonald–Mehta integrals, of which this is the case of type An−1A_{n-1}.

Reading path

To understand this page from the ground up, read these 45 pages in order. The foundations come first.

  1. Beta function concept
  2. Gamma function concept
  3. Limit point of a set definition
  4. Partition of an interval definition
  5. Riemann integral concept
  6. Sequence definition
  7. Selberg integral statement
  8. Limit of a function definition
  9. Mesh of a partition definition
  10. Riemann sum definition
  11. Real sequence definition
  12. Limit at infinity definition
  13. One-sided limit definition
  14. Riemann integrable function definition
  15. Bounded sequence definition
  16. Geometric sequence definition
  17. Limit of a sequence definition
  18. Monotone sequence definition
  19. Series definition
  20. Riemann integral definition
  21. Sum of a finite geometric series statement
  22. Monotone convergence theorem for sequences statement
  23. Convergent sequence definition
  24. Squeeze theorem statement
  25. Partial sum definition
  26. Power series definition
  27. Definite integral definition
  28. Improper integral definition
  29. One-sided limits of a monotone function exist statement
  30. The sequence r^n tends to zero for |r| < 1 example
  31. Radius of convergence definition
  32. Convergent series definition
  33. Monotonicity of the integral statement
  34. A series of nonnegative terms converges iff its partial sums are bounded statement
  35. Sum of a series definition
  36. Absolute convergence definition
  37. Comparison test statement
  38. Comparison test for improper integrals statement
  39. Geometric series example
  40. Ratio test statement
  41. Ratio formula for the radius of convergence statement
  42. The exponential series has infinite radius of convergence statement
  43. Exponential function definition
  44. Gaussian integral example
  45. Mehta integral statement

Further reading

  1. Web https://en.wikipedia.org/wiki/Selberg_integral
About this page
Tag4N53T1BZ9S
URIm2://4N53T1BZ9S
Kindstatement, theorem
WritingW0 stub
MSC33B15, 15B52, 60B20
StatusThis copy of the site has no build data. Run m2 status 4N53T1BZ9S.
AboutGamma function, Random matrix
UsesGamma function, Selberg integral, Gaussian integral

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