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For 0 < p < infinity, the layer-cake formula computes the integral of |f|^p from the distribution function
Statement
Let be a measure space, let be measurable, and let . Then where either side may be .
Facts & Assumptions
Given: A measurable function and a real number .
The distribution function is . (The distribution function of absolute value)
The derivative of is on , and the fundamental theorem of calculus recovers by integrating that derivative. (Continuity and derivatives of positive-base real powers, The second fundamental theorem: if is differentiable on with and is integrable, then )
Every nonnegative measurable function admits increasing simple approximations. (Every nonnegative measurable function admits an explicit increasing sequence of simple approximations)
Monotone convergence passes increasing limits through the integral. (Monotone convergence for the integral)
Proof
Fix . By [L2],
Let be a nonnegative simple function, with the sets pairwise disjoint and the coefficients . Then Using step 1.1 for each coefficient and exchanging the resulting finite sum with the real integral gives
By [L3], choose simple functions . Then , and for each one has , hence by [L1]. Applying [L4] first on and then on to the identities from step 2.1 yields
Depends on
- The distribution function of absolute value
- Real powers for positive bases, with the zero-base positive-exponent convention
- Continuity and derivatives of positive-base real powers
- The second fundamental theorem: if $G$ is differentiable on $[a,b]$ with $G' = f$ and $f$ is integrable, then $\int_a^b f = G(b)-G(a)$
- Monotone convergence for the integral
- Every nonnegative measurable function admits an explicit increasing sequence of simple approximations
Used by
Nothing in the library uses this result yet.
Dependency tree · two levels
36 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Gerald B. Folland, Real Analysis, 2nd ed., Proposition 6.24 (standard reference, not scraped)