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Muckenhoupt Weights and Weighted Estimates — Examples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Areas of Elementary Plane Figures
- Binary Operations, Monoids, Groups and Subgroups
- 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
- Countability Axioms and Cardinal Functions
- Density Separability and Convolution in Lᵖ
- Determinants of Matrices over a Commutative Ring
- Divisibility, Euclidean Domains, Principal Ideal Domains and Unique Factorisation
- Dual Spaces, Bilinear and Quadratic Forms, and Sylvester's Law of Inertia
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- Fubini and Change of Variables
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Group Actions, Orbits, Stabilisers and Cayley's Theorem
- Ideals, Quotient Rings and the Isomorphism Theorems for Rings
- Improper Integrals
- Inner Product Spaces, Gram-Schmidt, Projections and Adjoints
- 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
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Measurable Functions and Simple Approximation
- Measures and Their Basic Properties
- Metric Spaces
- Mixed Partials, Taylor Formulae, and Extrema
- Modes of Convergence Egorov and Lusin
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Muckenhoupt Weights and Weighted Estimates
- 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
- Radon Measures and the Riesz Markov Kakutani Theorem
- 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
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Cantor Set, Baire Category, and Measure Zero in ℝ
- The Derivative and the Mean Value Theorems
- The Exponential Function
- The Inverse and Implicit Function Theorems
- 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 calibrate the weighted classes of the companion page on the power weights . The first computes the full range together with the divergence of the characteristic outside it, splitting the computation into the local singularity at the origin and the growth at infinity; the second records the two endpoint failures, where the weight either is not locally integrable or makes the second factor of the product diverge logarithmically, so that the admissible interval is open at both ends. The third example identifies the range and exhibits the limit of the intervals.
The last example computes the weighted norm of an interval indicator exactly, on the line, and records its divergence as , tying the abstract integrability thresholds to an explicit weighted integral.
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
The A_p range of a power weight
Example
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()).
Fix and , and let on (the value at the origin being assigned arbitrarily, say ). Then is a weight exactly when , and for such one has if and only if In that open range the characteristic is finite and bounded in terms of ; when the reciprocal-power average diverges on cubes containing the origin; when , the function is not a weight. Both thresholds are local integrability conditions at the origin. Moreover the associated measure is doubling for every .
Facts & Assumptions
Given: Countable Choice; , , , and .
is a weight iff it is Lebesgue measurable, locally integrable and positive and finite a.e.; the characteristic is over cubes (Weights, their associated measures, and the spaces L^p(w), Muckenhoupt A_p and A_1 weights).
Polar coordinates: , so for and for (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Continuity and derivatives of positive-base real powers, Comparison tests for improper integrals, Dominated convergence, Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation).
For , implies , so [F2] bounds its integral above by . If , then a.e. on this ball, giving a positive lower bound of that order. If , remove ; the remainder has measure at least and there, again giving a positive lower bound. For , on the ball, so its integral is comparable to . Volume scaling is For a nonzero real , dilation by multiplies Lebesgue outer measure by , and reflection in the origin preserves it, and ball/cube characteristic equivalence is Ball and cube maximal functions are pointwise comparable.
Verification
If , then by [F2], so is not locally integrable and hence not a weight. If , then is locally integrable (apply [F2] on each ball, using [F3] to compare with the radial integral), it is positive and finite off the origin, and it is assigned the value at the single point of measure zero; hence is a weight.
Let and let be a ball with . On one has , so both and are comparable to and respectively, and the defining product is bounded by a constant depending only on .
Let and let with . By [F3] the two integrals and are comparable to and provided both exponents exceed ; the normalized product is then comparable to , uniformly in . If , that is , the second exponent does not exceed and the corresponding integral over diverges, so the product is on the ball .
Steps 1.1–2.1 give the stated weight and ranges for ball averages; the ball/cube comparison [F3] gives the same result for the defined cube characteristic. For doubling, if , the integral on is bounded above by the radial integral on , of order , while [F3] bounds the integral on below by a positive multiple of that order. If , both balls have comparable to (on the larger ball, ); their integrals are therefore comparable up to a fixed constant. Hence for every .
A power weight fails at both A_p endpoints
Statement refuted
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()).
Fix . The claims that the power weight is in also at the endpoints of its admissible interval are false:
- at the upper endpoint the function is a weight but not an weight;
- at the lower endpoint the function is not even locally integrable, so it is not a weight.
Hence the admissible interval is open at both ends and cannot be enlarged.
Facts & Assumptions
Given: Countable Choice; , , the power function and a radius .
For the function is a weight, and the characteristic is the supremum of over cubes (The A_p range of a power weight, Muckenhoupt A_p and A_1 weights, Weights, their associated measures, and the spaces L^p(w)).
Polar coordinates give for and for , and for every (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, Continuity and derivatives of positive-base real powers, The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t, Comparison tests for improper integrals).
Counterexample
At the upper endpoint: for one has , so polar coordinates give for every by the logarithmic divergence of . The second factor of the defining product is therefore on the cube containing , so the defining supremum is and is not in , while it is locally integrable and hence a weight.
At the lower endpoint: for polar coordinates give , so and no membership is defined; this is the same logarithmic divergence of the radial integral .
Steps 1.1 and 1.2 show the failure at both endpoints, so the range determined in The A_p range of a power weight is exactly the open admissible interval and cannot be enlarged.
The A_1 range of a power weight
Example
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()).
For the power weight belongs to if and only if For the function is radially nonincreasing and locally integrable and satisfies almost everywhere; for it is continuous with value at the origin and fails the cube-average/essential-infimum form of on cubes centred at the origin; for it is not locally integrable. Thus the exponent interval is the interval obtained as the limit of the ranges at , and it is a strict subset of the doubling range .
Facts & Assumptions
Given: Countable Choice; , , and .
For , is a weight, and by The two defining forms of A_1 agree the condition is equivalent to a.e. for some (The A_p range of a power weight, Muckenhoupt A_p and A_1 weights, Weights, their associated measures, and the spaces L^p(w)).
For the radial integral over a ball is (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma), the ball with satisfies for all , and whenever (elementary triangle inequality, Continuity and derivatives of positive-base real powers for the monotonicity of ).
Verification
Let and let . If , then for , so and . If , then ; [F2] bounds its integral by and . Dividing by the ball volume gives an average bounded by in both cases. Taking the supremum gives the uncentred bound, hence also the centred bound and membership.
For and a cube centred at the origin, because every positive threshold has a subball around the origin on which lies below it; that subball has positive Lebesgue measure, while ; hence the cube-average/essential-infimum form of fails on , and by [F1] the pointwise form fails as well.
For the function is not locally integrable, hence not a weight, by The A_p range of a power weight. Together with steps 1.1 and 1.2 this shows that membership holds exactly for , while the doubling range for the measure is the strictly larger interval (the direct doubling computation in The A_p range of a power weight, the final verification step).
Weighted norm of an interval indicator
Example
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()).
Let , let , let and let . For the admissible power weight one has which tends to as and grows like as . At the endpoint the integral diverges logarithmically for every , and for each fixed the displayed norm diverges as .
Facts & Assumptions
Given: Countable Choice; , , , and on .
and is the corresponding space of classes (Weights, their associated measures, and the spaces L^p(w)); the weight is admissible for and lies in for (The A_p range of a power weight, Muckenhoupt A_p and A_1 weights).
For the power function has antiderivative on , and for every , the divergence being logarithmic (Continuity and derivatives of positive-base real powers, The natural logarithm has derivative 1/x and equals the integral from 1 to x of 1/t, Comparison tests for improper integrals).
Verification
Direct computation: for by [F2], since on ; taking -th roots gives the displayed formula.
As the expression tends to because ; as it grows like the constant multiple of the power function. At one has by [F2], so for fixed the full expression diverges as , since . The density does not satisfy this page's local-integrability definition of a weight; its integral of the indicator is nevertheless well defined and infinite.