How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Fubini and Change of Variables: Examples and Counterexamples
1 · Prerequisites
- Absolute and Conditional Convergence; Rearrangement; Products
- Binary Operations, Monoids, Groups and Subgroups
- Compactness in Metric Spaces
- Completeness, Completion, and Uniform Continuity
- 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
- Countability and Uncountability
- Determinants of Matrices over a Commutative Ring
- Divisibility, Greatest Common Divisors and Bézout's Identity
- 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
- 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
- Metric Spaces
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Order, Zorn's Lemma, and the Axiom of Choice
- Polynomial Rings, the Division Algorithm and Roots
- Power Series and Real-Analytic Functions
- 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
- Sequences and Limits
- Sequences and Series of Functions; Uniform Convergence
- Series: Convergence and the Nonnegative Tests
- Sine, Cosine, and the Definition of Pi
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Derivative and the Mean Value Theorems
- The Exponential Function
- The Inverse and Implicit Function Theorems
- The Riemann Integral in Rᵐ and Jordan Content
- The Riemann Integral: Definition and Integrability
- The Total Derivative in ℝᵐ → ℝⁿ
- The ZFC Axioms and the Basic Set Constructions
- Topology of ℝ
- Vector Spaces, Linear Subspaces, Span and Direct Sums
2 · Summary
3 · Logical flowchart
4 · Definitions, theorems and proofs
None yet.
5 · Examples, counterexamples and false statements
An integrable function on the unit square with one Dirichlet section and only one defined order of ordinary iteration
Example
On , define Then is Riemann integrable with integral . Every horizontal section is integrable, but the vertical section at is the Dirichlet function. Hence the -then- ordinary iterated integral exists and equals , whereas the other ordinary order is not defined.
Facts & Assumptions
Given: The displayed function on the unit square.
The Dirichlet function is the indicator of the rationals, with values and on two dense sets (The Dirichlet function , and Thomae's function with at a rational in lowest terms with and at every irrational ).
The published boundedness false statement computes the Dirichlet function's unequal lower and upper Darboux integrals, so boundedness alone does not give integrability (FALSE: every bounded function on is Riemann integrable).
A bounded function is Riemann integrable when grids make its upper-minus-lower sum arbitrarily small (Riemann's criterion on a nondegenerate rectangle in : integrability is equivalent to arbitrarily small Darboux gaps).
Riemann--Fubini distinguishes ordinary iterated integrals from lower/upper completion across exceptional sections (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).
Verification
Every lower sum of is . Put grid lines immediately to either side of with total intervening width below ; only cells in that strip can have supremum , so the upper sum is below . Thus [L3] gives integrability and integral .
For fixed , the -section is either zero or the indicator of the singleton , and in both cases its integral is . The resulting outer function is zero, so that ordinary iteration exists and equals .
For fixed , the -section is zero; at it is the Dirichlet function and is nonintegrable by [L2]. Therefore the reverse ordinary iteration is undefined, exactly as [L4] permits despite multiple integrability.
One existing iterated integral does not imply multiple Riemann integrability
Statement refuted
False claim. If one ordinary iterated Riemann integral of a bounded function on a rectangle exists, then the function is Riemann integrable on the rectangle.
Facts & Assumptions
Given: On , let for rational and for irrational .
Rational and irrational numbers are dense, and the Dirichlet function takes the values and on them respectively (The Dirichlet function , and Thomae's function with at a rational in lowest terms with and at every irrational ).
For an integrable function, Riemann--Fubini makes the lower and upper section-integral envelopes integrable with the same multiple integral (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).
Counterexample
For each fixed , the -section is either or zero; both have integral on . Hence the -first iterated integral exists and is .
For fixed , density in [L1] makes every lower and upper Darboux sum of the -section equal to the interval length times and respectively. Thus the section is nonintegrable, and integrating its lower and upper integral functions in gives and .
If were multiply Riemann integrable, [L2] would force those two envelope integrals to agree. They do not, so is not Riemann integrable although the iteration in step 1.1 exists. This refutes the claim.
A Riemann-integrable Thomae-type function whose -sections are nonintegrable at every rational height
Example
Let be Thomae's function and define Then is Riemann integrable with integral , although its -section is nonintegrable at every rational height . Those exceptional heights are dense and are not a content-zero set. The lower and upper -section envelopes are nevertheless and , and both have integral .
Facts & Assumptions
Given: The Thomae function and the displayed product on the unit square.
The rationals and irrationals are dense; Thomae's function is positive at a rational in inverse proportion to its least denominator and is zero at every irrational (The Dirichlet function , and Thomae's function with at a rational in lowest terms with and at every irrational ).
Product-grid Darboux gaps characterize multidimensional Riemann integrability (Riemann's criterion on a nondegenerate rectangle in : integrability is equivalent to arbitrarily small Darboux gaps).
Riemann--Fubini identifies the multiple integral with both lower and upper section-envelope integrals without requiring every section to be integrable (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).
Verification
Given , only finitely many reduced rationals have Thomae height at least . Isolating those points in intervals of total length below proves directly that is Riemann integrable with integral ; using the same intervals as horizontal strips gives a product-grid Darboux gap below for . Hence [L2] makes integrable with integral .
At rational height , and the -section is a nonzero multiple of the Dirichlet function, hence nonintegrable; at irrational height it is zero. The exceptional rational heights are dense and not content zero: any finite union of closed intervals covering them also covers their closure and has total length at least . The lower and upper section integrals are and , whose outer integrals both vanish by [L1] and [L3].
In the other direction, a rational gives the section and an irrational gives zero; step 1.1 makes every such section integrable with value . Hence that ordinary iterated integral is , whereas the -first ordinary iteration is undefined at a dense set of heights.
Fubini computes by reversing the order
Example
The continuous integrand satisfies Reversing the order avoids an awkward antiderivative in .
Facts & Assumptions
Given: The displayed integral over .
A continuous function on a rectangle may be integrated in either repeated order (A continuous function on a closed rectangle has repeated Riemann integrals in every coordinate order, all equal to its multiple integral).
The derivative of the exponential is the exponential (The exponential function is smooth and ), and the second fundamental theorem evaluates integrals of derivatives (The second fundamental theorem: if is differentiable on with and is integrable, then ).
Exponential values are positive and (The exponential is positive and satisfies ).
Verification
By continuity and [L1], reverse the order and integrate in first. Since , [L2] gives , including .
A second application of [L2] gives
Using [L3] for the negative endpoint yields the stated value .
A coordinate shear preserves Jordan content by translating every section
Example
Fix and . The coordinate shear preserves the Jordan content of every bounded Jordan set.
Facts & Assumptions
Given: The displayed shear and bounded Jordan set .
For a bounded Jordan set whose sections are Jordan measurable outside a content-zero set of parameters, the completed sectional-content function is integrable and its integral is the content of the set (Cavalieri: Jordan content is the integral of sectional contents, and equal sections give equal content).
Linear images scale Jordan content by the absolute determinant (A linear endomorphism of sends bounded Jordan sets to bounded Jordan sets and scales their content by the absolute determinant).
Verification
The shear matrix is the identity with one off-diagonal entry , so its determinant is . By [L2] the linear image is Jordan measurable and .
Sections show the same thing wherever [L1] applies. Hold all coordinates except fixed: the corresponding section of is the section of translated by , so its one-dimensional content is unchanged, and for a set whose sections are Jordan outside a content-zero parameter set [L1] integrates these equal values to the same total. This is a second reading of the result and not a second proof of it: a bounded Jordan set need not have Jordan sections outside a content-zero parameter set, so [L1] is not available for an arbitrary and step 1.1 carries the statement.
The content of a concrete three-dimensional parallelepiped computed from its spanning matrix
Example
Let The parallelepiped spanned by these vectors has Jordan content .
Facts & Assumptions
Given: The three spanning vectors in the statement.
The content of a square-matrix parallelepiped is the absolute value of its determinant (The Jordan content of the parallelepiped spanned by the columns of a square real matrix is the absolute value of its determinant).
For a commutative ring , , and , the determinant is the finite signed-permutation sum (For , the determinant over a commutative ring by the Leibniz formula, and for a real matrix).
Verification
Put the vectors into the columns of the upper-triangular matrix
The signed-permutation formula [L2] leaves only the diagonal term, so .
By [L1], the content is . Directly, the first two vectors span a base of area in the horizontal plane and the third has perpendicular height , again giving .
Polar change of variables on a compact annular sector gives the Jacobian factor and its area
Example
On , the polar map is injective with Jacobian factor . Its annular-sector image has area .
Facts & Assumptions
Given: The polar map and compact parameter rectangle .
Sine and cosine have their standard derivatives and satisfy (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).
Cosine is strictly decreasing on (Signs, monotonicity intervals, and ranges of sine and cosine).
Compact-Jordan change of variables uses the absolute Jacobian determinant (Change of variables for an injective map on a compact Jordan set).
Verification
Differentiation and [L1] give
Equality of two images first gives equality of radii by [L1], then equality of cosines; [L2] gives equality of angles. The same recovery works on the open neighborhood , where never vanishes. Thus the compact theorem's neighborhood hypotheses hold.
Applying [L3] to the constant-one function and integrating gives
Cylindrical coordinates have absolute Jacobian determinant on an injective compact box
Example
The cylindrical-coordinate map is injective on and has absolute Jacobian determinant there.
Facts & Assumptions
Given: The cylindrical map on the displayed parameter box.
Sine and cosine have their standard derivatives and satisfy (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).
Cosine is strictly decreasing on (Signs, monotonicity intervals, and ranges of sine and cosine).
Compact-Jordan change of variables applies on injective boxes with nonzero Jacobian (Change of variables for an injective map on a compact Jordan set).
Verification
The derivative matrix is block triangular over the polar block, and [L1] gives
The third image coordinate recovers . The first two recover from their Euclidean norm and then from strict cosine monotonicity [L2]. The same recovery works on , where , so the map is injective with invertible derivative on an open neighborhood of the compact box.
Therefore [L3] applies on this seam-free compact box, and every transformed volume integral carries precisely the factor .
Spherical coordinates have absolute Jacobian determinant away from the axis and angular seam
Example
For one has on The map is injective there, away from both polar axes and the angular seam.
Facts & Assumptions
Given: The spherical map and the compact parameter box in the statement.
Sine and cosine have their standard derivatives and satisfy the Pythagorean identity (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).
Cosine is strictly decreasing on , and sine has no zero strictly between and (Signs, monotonicity intervals, and ranges of sine and cosine, The zero sets of sine and cosine and the least positive common period 2 pi). With [L1], sine is therefore positive on the displayed polar-angle interval.
Compact-Jordan change of variables applies to injective maps with invertible derivative (Change of variables for an injective map on a compact Jordan set).
Verification
Differentiating the three coordinates and expanding by columns, then using [L1], gives . It is positive on the parameter box by [L2].
The image norm recovers ; the quotient of the third coordinate by recovers through strict cosine monotonicity; the first two normalized coordinates then recover . The same recovery works when both angles range in and , so is injective with nonzero determinant on an open neighborhood of the compact box.
The positive determinant and step 2.1 verify every hypothesis of [L3], so spherical integration on this box carries the factor .
The hyperspherical-coordinate Jacobian is the standard product of a radial power and sine powers
Example
For , use the polar coordinates and . For , write hyperspherical coordinates as Its absolute Jacobian determinant is On compact boxes with , every in a compact subinterval of , and , the factor is nonzero and the map is injective.
Facts & Assumptions
Given: The displayed coordinate convention in every dimension .
Sine and cosine have their standard derivatives and satisfy (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).
The determinant is the finite signed-permutation sum (For , the determinant over a commutative ring by the Leibniz formula, and for a real matrix), and for same-sized finite square matrices over a commutative ring one has (For same-sized finite square matrices over a commutative ring, ).
Mathematical induction proves a statement from its base case and induction step (The principle of mathematical induction).
Cosine is strictly decreasing on , and sine vanishes there only at the endpoints (Signs, monotonicity intervals, and ranges of sine and cosine, The zero sets of sine and cosine and the least positive common period 2 pi).
Verification
For , the formula is the polar determinant , with the empty product of sine factors equal to . Direct differentiation verifies it, while the image norm and strict cosine monotonicity recover the radius and seam-free angle.
Assume the formula in dimension . Factor the dimension- coordinate map as where is the dimension- hyperspherical map in the induction hypothesis.
By [L1] and [L2], the first map in step 1.2 has a Jacobian block of determinant and an identity block in . The second has a identity block and the Jacobian of at radius ; [L3] will discharge the induction after this step. The signed-permutation formula gives these block determinants, and multiplicativity with the induction hypothesis gives On the stated boxes, the image norm recovers , then successive coordinate ratios and strict cosine monotonicity [L4] recover every , and the final planar pair recovers . The sine factors do not vanish, so the map is injective with nonzero determinant. This proves the formula and box claim in dimension , and [L3] completes the induction.
Polar coordinates on a full closed angular period are not injective and are singular at radius zero
Statement refuted
False claim. The polar map is injective with invertible derivative on every closed rectangle of nonnegative radii and one full angular period.
Facts & Assumptions
Given: The polar map on .
Sine and cosine have common period (The zero sets of sine and cosine and the least positive common period 2 pi).
Sine and cosine satisfy (Parity and the Pythagorean identity for sine and cosine).
Counterexample
For every , periodicity [L1] gives although the two parameter points differ. Thus the two closed seam faces already destroy injectivity.
At , every angle maps to the origin, providing infinitely many preimages even away from comparing the seam endpoints.
Direct differentiation and [L2] give . Thus , so the derivative is singular along the entire zero-radius edge and the map violates both claimed hypotheses.
Omitting the absolute value from the Jacobian gives negative length under the reflection
Statement refuted
False claim. In the unoriented change-of-variables formula, one may replace by .
Facts & Assumptions
Given: The reflection on and the constant function on its image.
The one-dimensional unoriented formula uses the absolute derivative (In one dimension the compact-Jordan formula is substitution over the unoriented image interval with the absolute derivative).
Oriented substitution records orientation through the order of its endpoint limits (Substitution: if is differentiable on with integrable and is continuous on an interval containing , then ).
Counterexample
The image is , so its unoriented length integral is .
Since , the proposed un-absolute right side is , not .
With the required absolute value, [L1] gives . The negative value in step 2.1 instead belongs to the oriented formula [L2], whose image endpoints occur in reverse order. Hence the claim is false.
Dropping injectivity double-counts under on two disjoint intervals
Statement refuted
False claim. The injectivity hypothesis may be removed from compact-Jordan change of variables when the derivative is nonzero everywhere on the domain.
Facts & Assumptions
Given: The open set , the compact Jordan set , the map given by , and on .
Compact-Jordan change of variables assumes injectivity (Change of variables for an injective map on a compact Jordan set).
The power rule gives (For a natural the function is differentiable everywhere with derivative ; for it is the constant , with derivative ; for a natural the function is differentiable at every with derivative ; consequently every polynomial function is differentiable at every real, with the derivative computed term by term), and the fundamental theorem evaluates its absolute-value integral (The second fundamental theorem: if is differentiable on with and is integrable, then ).
Counterexample
The derivative never vanishes anywhere on , but , so every point of has one preimage in each component of .
The image integral is its length, , while the proposed source integral is
The mismatch is exact double counting. Thus nonvanishing derivative does not replace injectivity, and [L1]'s hypothesis is essential.
Sources
Standard references
Recommended treatments; not extraction sources.
- J. Lebl, Basic Analysis II, Example 10.2.1
- J. Lebl, Basic Analysis II, Exercise 10.2.8
- J. Lebl, Basic Analysis II, Exercise 10.2.9
- J. Lebl, Basic Analysis II, Exercise 10.2.1
- A. Leibman, Multidimensional Real Analysis, Lemma 5.5.2
- A. Leibman, Multidimensional Real Analysis, Lemma 5.5.4
- A. Leibman, Multidimensional Real Analysis, §5.5