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11 changes: 11 additions & 0 deletions Mathlib/Probability/Distributions/Gaussian/Real.lean
Original file line number Diff line number Diff line change
Expand Up @@ -537,6 +537,17 @@ lemma memLp_id_gaussianReal' (p : ℝ≥0∞) (hp : p ≠ ∞) : MemLp id p (gau

end Moments

/-- Two real Gaussian distributions are equal iff they have the same mean and variance. -/
lemma gaussianReal_ext_iff {μ₁ μ₂ : ℝ} {v₁ v₂ : ℝ≥0} :
gaussianReal μ₁ v₁ = gaussianReal μ₂ v₂ ↔ μ₁ = μ₂ ∧ v₁ = v₂ := by
refine ⟨fun h ↦ ?_, by rintro ⟨rfl, rfl⟩; rfl⟩
rw [← integral_id_gaussianReal (μ := μ₁) (v := v₁),
← integral_id_gaussianReal (μ := μ₂) (v := v₂), h]
simp only [integral_id_gaussianReal, true_and]
suffices (v₁ : ℝ) = v₂ by simpa
rw [← variance_id_gaussianReal (μ := μ₁) (v := v₁),
← variance_id_gaussianReal (μ := μ₂) (v := v₂), h]

section LinearMap

variable {μ : ℝ} {v : ℝ≥0}
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