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BMO, John-Nirenberg, and H1 Duality — Examples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Areas of Elementary Plane Figures
- Binary Operations, Monoids, Groups and Subgroups
- BMO, John-Nirenberg, and H1 Duality
- Calderón–Zygmund Decomposition and Singular Integrals
- Compactness
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- Complex Lp Spaces and Test-Function Conventions
- Construction of the Natural Numbers
- Construction of the Real Numbers via Cauchy Sequences
- Construction of the Real Numbers via Dedekind Cuts
- Continuity, IVT, EVT, and Uniform Continuity
- Cosets, Index and Lagrange's Theorem
- Countability and Uncountability
- Density Separability and Convolution in Lᵖ
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Lebesgue Measure on Euclidean Space
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Measurable Functions and Simple Approximation
- Measures and Their Basic Properties
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Normal Subgroups and Quotient Groups
- Order, Zorn's Lemma, and the Axiom of Choice
- Outer Measure and the Caratheodory Extension Theorem
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- Product Measures and the Fubini Tonelli Theorems
- Properties of the Integral and the Working FTC
- Relations, Functions, and Quotients
- Rings, Subrings, Integral Domains and Fields
- Rⁿ as a Normed Space; Vector-Valued Functions
- Roots, Rational Powers, and Classical Inequalities
- Separation Axioms: the Hierarchy
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sigma Algebras and Borel Sets
- Simple Field Extensions and the Construction of the Complex Numbers
- Subspaces, Products, and Quotients
- Suprema and Infima
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Derivative and the Mean Value Theorems
- The Exponential Function
- The Lebesgue Integral and the Convergence Theorems
- The Logarithm and General Powers
- The Lᵖ Spaces Holder Minkowski and Riesz Fischer
- The Maximal Function and Lebesgue Differentiation
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Topology of Euclidean Space
- The Total Derivative in ℝᵐ → ℝⁿ
- The ZFC Axioms and the Basic Set Constructions
- Topological Spaces and Continuity
- Topology of ℝ
- Triangularisation, Generalised Eigenspaces and Jordan Canonical Form
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
These examples accompany the BMO and -duality page. The tail-integration example inherits Countable Choice from the John-Nirenberg theorem; the other examples are choice-free.
The first example checks that the seminorm is unchanged by adding a constant, so it descends to the quotient and is a norm there. The logarithm is then shown to lie in BMO with a seminorm depending only on : dilation reduces the mean oscillation to unit cubes, where the logarithmic singularity is integrable and away from the origin the mean value bound on applies. Since at the origin, this single function proves that the continuous inclusion is strict and that BMO functions need not be globally integrable. A global pairing requires a separate check that is absolutely integrable; it can exist even without cancellation of . The arithmetic of the John-Nirenberg tail is also carried out explicitly: inserting the exponential bound into the layer-cake formula recovers the oscillation bound with an explicit constant, which is the mechanism behind the equivalence of the seminorms on the companion page.
The lacunary exponential-sum example uses a low/high frequency split: the low part is made nearly constant on each interval, while rapid decay of the adapted bump transform controls the high part in local L2. It records Tao’s Exercise Q4 with the implied frequency-comparability constants explicit.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
The BMO seminorm is unchanged by adding a constant
Example
For and one has for every cube and hence ; so the BMO seminorm descends to the quotient and is a norm there.
Facts & Assumptions
Given: , a constant and a cube , with the mean, the seminorm and the quotient of BMO seminorm and the quotient by constants.
The mean is , the seminorm is , and exactly when is constant almost everywhere (BMO seminorm and the quotient by constants).
Verification
Linearity of the integral over the cube gives .
By step 1.1, pointwise on , so for every cube; taking the supremum over all cubes gives , including the value .
The identity of step 2.1 shows that the seminorm is constant on each equivalence class modulo constants, so it descends to ; on classes it is a norm because holds exactly when is almost everywhere constant by [L1], that is exactly for the zero class. No choice principle is used.
The logarithm is in BMO but not in L-infinity
Example
Define by for and (any finite value at the origin gives the same class). Then with a seminorm depending only on , and is unbounded on every neighbourhood of ; in particular no bounded representative exists, so the continuous injection of the A page is not surjective.
Facts & Assumptions
Given: The function for and , a cube with centre and side length , and the conventions of BMO seminorm and the quotient by constants and Axis-parallel rectangles in and their volume.
The mean is optimal up to the factor : for every constant , and (BMO seminorm and the quotient by constants).
The logarithm satisfies for , ; on the shell one has , and that shell is contained in the cube of volume (Axis-parallel rectangles in and their volume).
The bounded functions form with , and the class map is injective (L-infinity embeds continuously into BMO modulo constants).
Verification
Local integrability and the scaling reduction. For every the shell bound of [L2] gives , because is covered by the shells with total , while on one has and the enclosing cube has volume ; hence . For a cube write with , so that and, by [L2], with ; choosing shows that it suffices to bound uniformly in , and then [L1] gives .
The regular case . With , for and one has , so is differentiable along the segment and ; hence .
The singular case . With the shifted cube lies in , so by the estimates of step 1.1 with .
Combining steps 2.1 and 1.2, , so [L1] and step 1.1 give : the seminorm depends only on and .
Unboundedness. As one has , so is unbounded on every ball , hence on every neighbourhood of . If satisfied almost everywhere, then for every the set would have positive measure (it contains for , which has positive measure because the ball contains a nondegenerate cube and a singleton has measure zero) while is null, contradicting almost-everywhere equality; so no bounded function represents the class of . If the class of were the image of with , then almost everywhere for a constant , and would be a bounded representative, which is impossible. Thus the class of is not in the image of , and the continuous injection is not surjective.
A BMO function need not be globally integrable
Statement refuted
The claim refuted is the inclusion , equivalently the claim that every BMO function is globally integrable. The witness is the function () of The logarithm is in BMO but not in L-infinity, which satisfies ; hence . Thus BMO membership alone does not guarantee a global Lebesgue pairing : absolute integrability of the product must be checked separately. Such a pairing can exist even without cancellation of .
Facts & Assumptions
Given: The function for , , on ; the cubes of Axis-parallel rectangles in and their volume.
and is unbounded near the origin (The logarithm is in BMO but not in L-infinity).
For and the increasing closed balls , one has and by monotone convergence (Monotone convergence for the integral).
Counterexample
For every the cube is contained in : every has and , and its volume is . On one has , so there.
Therefore , which tends to as .
By [F2] and step 2.1, ; since by [F1], the inclusion is refuted.
Integrating the John-Nirenberg tail recovers the Lq oscillation bound
Example
Assume Countable Choice (The Axiom of Countable Choice ()).
Let , and let be a cube. Using the layer-cake formula and the John-Nirenberg exponential bound, , with the zero-seminorm case giving ; this is the mechanism behind the equivalence of the oscillation seminorms.
Facts & Assumptions
Given: Countable Choice, , and a cube , with the mean and seminorm of BMO seminorm and the quotient by constants.
The layer-cake formula applies to the measurable function on the finite-measure cube : for , (For 0 < p < infinity, the layer-cake formula computes the integral of |f|^p from the distribution function).
There are with for every ; if then is constant almost everywhere and the set is null for every (John-Nirenberg exponential inequality, BMO seminorm and the quotient by constants).
The resulting bound is the same one that establishes the equivalence of with (BMO oscillation norms in Lq are equivalent).
Verification
Writing , [L1] divided by gives the identity .
If , [L2] bounds for every , so the integral of step 1.1 is at most after the substitution ; the last integral is finite, so with the asserted bound follows.
If , then is constant almost everywhere by [L2], so for every and the integral of step 1.1 vanishes; in particular the bound of step 2.1 holds with both sides for any finite .
Steps 2.1 and 3.1 give for every cube, which is exactly the per-cube upper bound used in [L3]: taking -th roots and the supremum over yields the equivalence of the oscillation seminorms with the BMO seminorm.
Finite lacunary exponential sums belong to BMO
Example
Let , and let be nonzero real frequencies satisfying for every . Let have finite support and put Then More precisely, fix a nonnegative with on . For an interval of length and centre , set . There is a constant such that
Facts & Assumptions
Given: The finite exponential sum , the frequency bounds above, a nonnegative compactly supported smooth bump with on , and a nondegenerate interval .
For every locally integrable and every constant , and the BMO seminorm is the supremum of the mean oscillations over intervals in dimension one (BMO seminorm and the quotient by constants).
Since , both and are finite. For every integer , integration by parts times gives For this follows instead from ; combining the two estimates gives the displayed bound.
Verification
Fix , write , and let be the least integer with . Thus . Split at and choose
Low frequencies. For every , . After , The triangle inequality in , Cauchy--Schwarz, and the upper frequency bound therefore give because .
High frequencies. Define The change of variables and [L2] give, for every fixed integer , Choose an integer such that . If , the frequency comparability implies For each fixed , the terms with contribute at most a constant to . For their sum is bounded by using . For , there are at most terms, each bounded by ; their total is bounded uniformly because and . Hence the absolute row sums of are uniformly bounded. Since , the inequality yields
Combining the two pieces with gives Since on , Cauchy--Schwarz and [L1] imply Taking the supremum over all nondegenerate intervals proves the BMO bound. The proof uses finite sums only and no choice principle.