Corrected Gaussian Chatterjee xi formula #
theorem
Verification.gaussian_xi_integral_quadrant
{r : ℝ}
(hr : r ∈ Set.Ioo (-1) 1)
:
∫ (b : ℝ), ∫ (x : ℝ), ↑(ProbabilityTheory.cdf (ProbabilityTheory.gaussianReal 0 1)) ((b - r * x) / √(1 - r ^ 2)) ^ 2 ∂ProbabilityTheory.gaussianReal 0 1 ∂ProbabilityTheory.gaussianReal 0 1 = (ProbabilityTheory.multivariateGaussian 0 (bivariateCorrelation ((1 + r ^ 2) / 2))).real
{x : EuclideanSpace ℝ (Fin 2) | x.ofLp 0 ≤ 0 ∧ x.ofLp 1 ≤ 0}