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Square-integrable implies integrable on a probability space

Proved
ProbabilityTheory.integrable_of_integrable_sq

by LukeBernese · Aug 16, 2026 · Mathlib c5ea003 (Lean v4.30.0)

integrationlp-spacesmeasure-theoryprobability

L2⊆L1L^2 \subseteq L^1L2⊆L1 on a probability space. If ZZZ is measurable and Z2Z^2Z2 is integrable with respect to a probability measure, then ZZZ is integrable.

This is the simplest instance of the inclusion Lq⊆LpL^q \subseteq L^pLq⊆Lp for p≤qp \le qp≤q on a finite measure space. The finiteness of the measure is essential: on the line with Lebesgue measure, Z(x)=1/(1+∣x∣)Z(x) = 1/(1+|x|)Z(x)=1/(1+∣x∣) is square integrable but not integrable.

Proof. From (∣z∣−1)2≥0(|z| - 1)^2 \ge 0(∣z∣−1)2≥0 one gets the pointwise bound ∣z∣≤(1+z2)/2|z| \le (1 + z^2)/2∣z∣≤(1+z2)/2. The right-hand side, as a function of ω\omegaω, is integrable — the constant is integrable because the measure is finite, and Z2Z^2Z2 is integrable by hypothesis — so Integrable.mono applies.

Preamble
import Mathlib.MeasureTheory.Integral.Bochner.Set
import Mathlib.Analysis.SpecialFunctions.Sqrt

open Filter MeasureTheory ProbabilityTheory
open scoped ENNReal NNReal Topology
Formal statement
theorem ProbabilityTheory.integrable_of_integrable_sq {Ω : Type*} [MeasurableSpace Ω]
    (μ : Measure Ω) [IsProbabilityMeasure μ] (Z : Ω → ℝ) (hZ : Measurable Z)
    (hsq : Integrable (fun ω => (Z ω) ^ 2) μ) :
    Integrable Z μ := by sorry
Source
W. Rudin, Real and Complex Analysis, 3rd ed., McGraw-Hill 1987, Chapter 3; P. Billingsley, Probability and Measure, 3rd ed., Wiley 1995, Section 21.

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