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Fubini and Change of Variables
1 · Prerequisites
- 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
- Filters and Ultrafilters
- Finite Counting, Factorials and Binomial Coefficients
- Foundations of the Real Numbers for Analysis
- 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
- 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
- Series: Convergence and the Nonnegative Tests
- Suprema and Infima
- Symmetric Groups, Cycle Decomposition and the Sign Homomorphism
- The Derivative and the Mean Value Theorems
- 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
Multidimensional Darboux integration and Jordan content provide rectangles, grids, null boundaries, and integration over Jordan sets. Euclidean differentiation supplies maps, Jacobian matrices, inverse functions, and derivative estimates; row reduction and determinants supply the algebraic volume factor. Together these declared prerequisites support finite section arguments and local linearization without measure theory.
Lower and upper section integrals lead to rectangular and Jordan-set Fubini theorems, repeated integration, Cavalieri's principle, and graph-bounded regions. Determinants then control linear images and parallelepipeds. Near-identity cube estimates yield local volume distortion and preservation of compact Jordan sets, culminating in change of variables for compact Jordan sets, compactly supported functions, and bounded open Jordan sets, with the one-dimensional absolute-derivative formula reconciled with oriented substitution.
3 · Logical flowchart
4 · Definitions, theorems and proofs
Sections, lower and upper section integrals, and iterated Riemann integrals on product rectangles and Jordan sets
Definition
Let , let and be nondegenerate closed rectangles, and let be bounded. For and , the sections of are Their lower and upper section integrals are the everywhere-defined bounded functions using The lower and upper Darboux integrals over a nondegenerate rectangle in . They are defined even when the corresponding section is not Riemann integrable, and always satisfy and .
If every is integrable and the function is integrable on , define the ordinary iterated integral in the -then- order by The other order is defined symmetrically. More generally, if the sections are integrable outside a content-zero set , any bounded function satisfying for is an exceptionally completed section-integral function. Its integral, when it exists, is independent of its values on .
Let now be a bounded Jordan set and be bounded. Its section at is Empty sections have integral . For a nonempty Jordan section, means the Jordan-set integral of The Riemann integral of a bounded function over a bounded Jordan measurable set. Section integrals over a Jordan set and their iterated integrals are defined by first choosing factor rectangles with and applying the preceding conventions to the zero extension of . Independence of those rectangles is proved in Fubini over a bounded Jordan set when all but a content-zero family of sections are integrable.
A product grid bounds the Darboux sums of the lower and upper section-integral functions
Statement
Let and be nondegenerate closed rectangles, let be bounded, and let and be grids of and . With the lower and upper -section-integral functions of Sections, lower and upper section integrals, and iterated Riemann integrals on product rectangles and Jordan sets, The symmetric chain holds after exchanging and . No individual section is assumed integrable.
Facts & Assumptions
Given: Rectangles , a bounded , grids , and the section envelopes .
For a bounded function on a product rectangle, the lower and upper section integrals are defined for every parameter even when the section is not Riemann integrable (Sections, lower and upper section integrals, and iterated Riemann integrals on product rectangles and Jordan sets).
A grid cell of a product rectangle is the product of the corresponding cells of the two factor grids, and a sum over cells is the associated finite iterated sum (Grid partitions of a rectangle in , their cells, refinements and mesh).
Lower and upper Darboux sums are the finite sums of the cell infima and suprema weighted by cell volume (Lower and upper Darboux sums over a grid partition in ); finite sums may be regrouped and preserve inequalities term by term (Laws of finite sums and finite products).
Proof
For a cell of and a cell of , put and . Regrouping the finite sums over the product grid gives and the analogous formula with for the upper sum.
If , then and for every . Hence and . Taking the infimum or supremum over preserves these inequalities.
Multiply the cellwise inequalities by and sum over . Together with , this gives the displayed chain. Exchanging the coordinate blocks gives the symmetric chain.
Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections
Statement
Let and be nondegenerate closed rectangles, and let be Riemann integrable. Then the four lower and upper section-integral functions of Sections, lower and upper section integrals, and iterated Riemann integrals on product rectangles and Jordan sets are Riemann integrable and
If the -sections are integrable outside a content-zero set , every bounded exceptionally completed function with for is integrable and The same assertion holds with the coordinate blocks exchanged. In particular, when every section in an order is integrable, the ordinary iterated integral in that order exists and equals the multiple integral. The theorem does not assert that every section of an integrable function is integrable.
Facts & Assumptions
Given: Nondegenerate rectangles and a Riemann-integrable .
Product-grid Darboux sums bound the outer Darboux sums of the lower and upper section-integral functions (A product grid bounds the Darboux sums of the lower and upper section-integral functions).
A bounded on a nondegenerate rectangle is Riemann integrable if and only if, for every , some grid satisfies (Riemann's criterion on a nondegenerate rectangle in : integrability is equivalent to arbitrarily small Darboux gaps).
A content-zero set has finite cube covers of arbitrarily small total volume (Measure zero and content zero in by countable and finite cube covers).
The multidimensional Riemann integral is linear on integrable functions (Linearity, monotonicity, the absolute-value estimate and coordinate-slice additivity for the Riemann integral in ).
Proof
Given , [L2] supplies a grid of with Darboux gap below . Its coordinate grids form a product grid, and [L1] places the lower and upper Darboux gaps of both and inside that same gap.
By [L2], both and are integrable. The inequalities in [L1], applied to grids with gaps tending to zero, give and ; since , all three values are equal. The same argument after exchanging and gives the other two equalities.
Suppose outside a content-zero . There . If bounds , a finite cube cover of with arbitrarily small total volume, refined into an outer grid, bounds the upper integral of by times that volume. The criterion [L2] therefore makes integrable with integral , and linearity gives . The exchanged assertion is identical.
A continuous function on a closed rectangle has repeated Riemann integrals in every coordinate order, all equal to its multiple integral
Statement
Let , where and every . If is continuous, then for every permutation of the coordinates the corresponding repeated Riemann integral exists and equals .
Facts & Assumptions
Given: A continuous real function on a nondegenerate closed rectangle .
Riemann--Fubini identifies the multiple integral with either iterated integral whenever the ordinary sections exist away from a content-zero exceptional set (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).
Every continuous real function on a closed nondegenerate rectangle in positive dimension is Riemann integrable (Every continuous function on a closed nondegenerate rectangle in is Riemann integrable).
A continuous map from a compact metric space to a metric space is uniformly continuous (Heine-Cantor: a continuous map from a compact metric space to any metric space is uniformly continuous).
Proof
Every coordinate section is continuous, hence integrable by [L2]. Moreover is uniformly continuous on the compact rectangle by [L3]; therefore integrating in one coordinate produces a continuous function of the remaining coordinates, since the difference of two section integrals is bounded by the interval length times the uniform oscillation of .
Apply [L1] to the first coordinate in a prescribed order. Step 1.1 makes the resulting function continuous, so the same argument applies to the next coordinate. Induction through the finite coordinate list gives the repeated integral.
For the repeated integral is the original integral. At every later stage [L1] preserves its value, so every coordinate order gives .
The integral of a product function on a product rectangle is the product of the two integrals
Statement
Let and be nondegenerate closed rectangles. If and are continuous and , then In particular, if is independent of , then .
Facts & Assumptions
Given: Nondegenerate rectangles , continuous functions , and .
Riemann--Fubini identifies the integral over a product rectangle with either iterated integral (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).
A continuous real function on a closed nondegenerate rectangle is Riemann integrable (Every continuous function on a closed nondegenerate rectangle in is Riemann integrable).
The multidimensional Riemann integral is linear (Linearity, monotonicity, the absolute-value estimate and coordinate-slice additivity for the Riemann integral in ).
Proof
The product is continuous and hence integrable by [L2]. For fixed , linearity [L3] gives .
Apply [L1] and [L3] once more: .
Taking constantly equal to gives and yields the coordinate-independent case, including the case .
An integrable function whose sections vanish outside finite sets has multiple integral zero
Statement
Let and be nondegenerate closed rectangles, and let be Riemann integrable. If the set is finite, then . The analogous assertion holds with the coordinate blocks exchanged.
Facts & Assumptions
Given: An integrable whose nonzero -sections are indexed by a finite set .
Riemann--Fubini permits a content-zero exceptional set of parameters and identifies the multiple integral with the resulting iterated integral (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).
A set has content zero when it admits finite cube covers of arbitrarily small total volume (Measure zero and content zero in by countable and finite cube covers).
Proof
A finite subset of has content zero by [L2]: for a given , cover its finitely many points by cubes whose total volume is below .
Outside every section is identically zero and has integral zero. Complete the section-integral function by the value on and apply [L1]; the resulting outer function is identically zero, so the multiple integral is zero.
If is empty then itself is identically zero, and step 2.1 still applies. Exchanging the coordinate blocks proves the symmetric assertion.
Fubini over a bounded Jordan set when all but a content-zero family of sections are integrable
Statement
Let be a bounded Jordan set and let be Riemann integrable. Suppose that for all outside a content-zero set , the section is Jordan measurable and is integrable over it. Put there and assign arbitrary bounded values to on , with empty-section integral equal to . Then is integrable on any rectangle containing the projection of , its integral is independent of that rectangle and of the values on , and The symmetric assertion holds for the other coordinate block.
Facts & Assumptions
Given: A bounded Jordan set , an integrable , and the stated content-zero exceptional family of sections.
Riemann--Fubini applies to bounded functions on a product rectangle using lower and upper section integrals and a content-zero exceptional set (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).
An empty Jordan section has integral zero, and section integrals are taken after zero extension to a bounding rectangle (Sections, lower and upper section integrals, and iterated Riemann integrals on product rectangles and Jordan sets).
The Jordan-set integral is independent of the chosen bounding rectangle (The Riemann integral over a Jordan set is independent of the bounding rectangle).
Proof
Choose nondegenerate rectangles and with , and extend by zero to . For every , the resulting section is the zero extension to of , and it is identically zero when is empty.
The zero extension is integrable by the definition of the Jordan-set integral. Apply [L1]; outside its ordinary section integral is exactly , so the exceptional-section clause gives .
Enlarging or only adds zero to the zero extension. Independence of the Jordan integral from a bounding rectangle [L3] and the content-zero invariance in [L1] therefore prove independence of both factor rectangles and of the assigned values on .
Cavalieri: Jordan content is the integral of sectional contents, and equal sections give equal content
Statement
Let be a bounded Jordan set whose sections are Jordan measurable outside a content-zero set of parameters. Then the completed sectional-content function is integrable and with empty sections assigned content .
Consequently, if bounded Jordan sets have Jordan sections outside content-zero exceptional parameter sets and wherever both are ordinary Jordan sections outside those sets, then .
Facts & Assumptions
Given: Bounded Jordan sets with the stated sectional hypotheses.
Jordan--Fubini computes an integral over a bounded Jordan set by integrating its section integrals, with empty sections assigned zero (Fubini over a bounded Jordan set when all but a content-zero family of sections are integrable).
A metric-bounded set is Jordan measurable if and only if its indicator is Riemann integrable on a bounding rectangle, and then the indicator integral is its Jordan content (A bounded set is Jordan measurable iff its indicator is Riemann integrable, and the integral is its Jordan content).
Proof
Apply [L1] to the constant-one function on . Its integral over is by [L2], while the integral over a section is , again by [L2].
For and , the two completed sectional-content functions agree outside the union of their exceptional sets, which is content zero. Their integrals are therefore equal, and step 1.1 identifies those integrals with the two total contents.
Empty sections contribute . If either set has content zero, the same formula gives zero on both sides, so no nonemptiness hypothesis is hidden.
A region between two continuous graphs is Jordan measurable, and a continuous integrand extending to its closure integrates by vertical sections
Statement
Let , let be continuous with , and put Then is compact and Jordan measurable. If a function on the open region between the graphs extends to a continuous , then is Riemann integrable over and The formula includes coincident graphs and uses the continuous extension on the boundary.
Facts & Assumptions
Given: Continuous on , the closed region , and a continuous .
Jordan--Fubini integrates a bounded integrable function over a Jordan set by its Jordan sections (Fubini over a bounded Jordan set when all but a content-zero family of sections are integrable).
A metric-bounded set is Jordan measurable if and only if its boundary is null, equivalently content zero (A bounded set in is Jordan measurable iff its boundary is null, equivalently of content zero).
The graph of a continuous real function on a compact Jordan domain has content zero (The graph of a continuous function on a closed nondegenerate rectangle in has content zero in ).
A continuous real function on a compact Jordan set is Riemann integrable there (A continuous real function on a compact Jordan measurable set is Riemann integrable over that set).
Proof
The boundary of is contained in the graphs of and together with the two vertical endpoint segments. Each is a continuous graph, after exchanging coordinates for the vertical segments, and hence has content zero by [L3]. The set is closed and bounded, hence compact by [L5], and [L2] makes it Jordan measurable.
The continuous is integrable on the compact Jordan set by [L4]. Every vertical section is the closed interval , and its restriction is continuous, so [L1] gives the displayed formula.
If , that section is degenerate and contributes ; the endpoint sections and all other boundary changes have content zero. Requiring a continuous extension to supplies boundedness and integrability that continuity only on the open region would not supply.
The Jacobian determinant of a square-dimensional map is the determinant of its Jacobian matrix
Definition
Let , let be open, and let be . Its Jacobian matrix at is the matrix of the total derivative in the standard bases. Its Jacobian determinant is The change-of-variables scale factor is . Thus an orientation-reversing derivative and an orientation-preserving derivative with the same volume scale have the same change-of-variables factor.
Finite Jordan covers bound upper integrals, while interior-disjoint Jordan subfamilies bound lower integrals
Statement
Let , let be a bounded Jordan set, and let be bounded and Riemann integrable.
- If Jordan sets cover , and each satisfies whenever that intersection is nonempty, then
- If Jordan sets lie in and have pairwise disjoint interiors, and each real satisfies whenever is nonempty, then
For an arbitrary bounded integrable real and a nonempty Jordan set ,
Facts & Assumptions
Given: The Jordan sets and bounded integrable function in the statement.
On a bounding rectangle, the Riemann integral is linear, monotone, and bounded by the integral of the absolute value (Linearity, monotonicity, the absolute-value estimate and coordinate-slice additivity for the Riemann integral in ); zero extension transfers these properties to Jordan-set integrals.
The indicator of a bounded Jordan set is Riemann integrable with integral equal to its content (A bounded set is Jordan measurable iff its indicator is Riemann integrable, and the integral is its Jordan content), and a bounded set is Jordan measurable exactly when its boundary has content zero (A bounded set in is Jordan measurable iff its boundary is null, equivalently of content zero).
Proof
Extend all functions by zero to one bounding rectangle. The indicators in [L2] are integrable, and the nonnegativity of every makes the following inequality valid both on and off . Monotonicity and finite linearity from [L1] give the cover bound, because each indicator integral is the content of its Jordan set:
The restriction of to each is integrable: away from grid cells meeting its Darboux gap is inherited from , while [L2] makes the total volume of boundary cells arbitrarily small. Hence by [L1]. Pairwise interior-disjoint Jordan sets intersect only on their content-zero boundaries, so the sum of their zero-extended restrictions equals the restriction to their union outside a content-zero set. The same boundary-cell argument and linearity [L1] therefore add these integrals without overcounting; their union lies in , and , giving the lower bound.
The boundary-cell argument in step 1.2 also makes the restriction of a signed integrable to integrable. A nonempty makes a real number, since is bounded. On , the inequalities and [L1], together with the indicator identity in [L2], give the last estimate.
A linear endomorphism of sends bounded Jordan sets to bounded Jordan sets and scales their content by the absolute determinant
Statement
Let and let be linear, with standard matrix . For every bounded Jordan set , the image is a bounded Jordan set and In particular, a singular linear image has content zero.
Facts & Assumptions
Given: A linear endomorphism with matrix and a bounded Jordan set .
For every and , the matrix is invertible if and only if (A finite square real matrix is invertible if and only if its determinant is nonzero); every invertible is a finite product of elementary matrices, with the identity represented by the empty product (Every invertible finite square real matrix is a finite product of elementary matrices).
For and over a commutative ring, interchanging two rows changes to , multiplying one row by changes it to , and adding times one row to a distinct row leaves it equal to (For every square matrix, including singular ones, a row swap negates the determinant, scaling a row by any scalar scales it, and row addition leaves it unchanged).
Cavalieri identifies content with the integral of sectional contents (Cavalieri: Jordan content is the integral of sectional contents, and equal sections give equal content).
Lipschitz self-maps of Euclidean space preserve null sets (A Lipschitz map sends null sets to null sets), and a bounded set is Jordan measurable exactly when its boundary is null (A bounded set in is Jordan measurable iff its boundary is null, equivalently of content zero).
Every Euclidean linear map is bounded and continuous (Every Euclidean linear map has a unique matrix and satisfies for some ).
Every finite matrix over a field is row equivalent, by Gaussian elimination, to a matrix in row echelon form (Gaussian elimination reduces every finite matrix over a field to row echelon form). For , the matrix is invertible if and only if it has a pivot in every row and every column (Invertible matrix theorem: invertibility, full pivot rank, RREF , trivial nullspace and unique solvability are equivalent).
If elementary row operations transform into , and are their elementary matrices in execution order, then ; for the empty product is the identity and (A finite row reduction from to is encoded by ). Every elementary matrix is invertible, with inverse the elementary matrix of the inverse row operation (Every elementary matrix is invertible, with inverse given by the reverse elementary operation).
Jordan inner and outer content approximate a Jordan set by finite rectangular figures (Jordan inner and outer content and Jordan measurable bounded sets in ).
Proof
Suppose first that is invertible. For every elementary matrix , both and are Lipschitz by [L5], so for every bounded set . Thus [L4] makes Jordan whenever is Jordan. Coordinate permutations and nonzero coordinate scalings send rectangular figures to rectangular figures, with content factor and respectively; applying this to arbitrarily close inner and outer figures from [L8] proves those factors for every bounded Jordan . For a shear adding times one coordinate to another, take rectangular figures from [L8] with arbitrarily small. Sections of a rectangular figure parallel to the changed coordinate are finite unions of intervals, hence Jordan at every parameter, and the corresponding sections of and are their translates by a quantity depending only on the fixed coordinates, so they are finite unions of intervals of the same total length. Both hypotheses of [L3] are therefore met by but are not claimed for , whose sections need not be Jordan; [L3] gives and . Since and is already known Jordan, its content and that of are both squeezed between and , so a shear preserves content. These are exactly the absolute determinant factors listed by [L2].
By [L1], write as a finite product of elementary matrices. Apply step 1.1 successively to : every intermediate image is bounded Jordan, and its content is multiplied by the corresponding absolute determinant factor. The row-operation laws [L2], applied successively from the identity, identify the product of those factors with . Boundedness follows from [L5].
If is singular, [L6] reduces it to an echelon matrix with a zero row; [L7] realizes this as an invertible change of codomain coordinates. The transformed range lies in a coordinate hyperplane, whose bounded part fits in slabs of arbitrarily small thickness and therefore has content zero and is Jordan. Applying the invertible case to undo the coordinate change shows that has content zero and is Jordan; the real criterion in [L1] gives , so the same formula holds.
The Jordan content of the parallelepiped spanned by the columns of a square real matrix is the absolute value of its determinant
Statement
Let . For column vectors , let and Then is Jordan measurable and This includes the singular case, when the content is zero.
Facts & Assumptions
Given: The spanning vectors, their column matrix , and the unit cube .
A linear map scales the content of every bounded Jordan set by the absolute determinant of its matrix (A linear endomorphism of sends bounded Jordan sets to bounded Jordan sets and scales their content by the absolute determinant).
The unit cube is a rectangle of volume (Axis-parallel rectangles in and their volume).
Proof
The matrix map sends exactly onto .
Apply [L1] to and use [L2] to obtain the stated content formula: If the columns are dependent, [L1] simultaneously supplies Jordan measurability and the zero-content conclusion.
A map uniformly close to the identity derivative sandwiches a cube between contracted and expanded cubes
Statement
Let , let with , let be convex and open with , and let be . Assume and, for some , for every and . Then Moreover, is injective on .
Facts & Assumptions
Given: The cube, the map, and the strict derivative error bound in the statement.
A uniform bound on total derivatives over a convex open set gives the corresponding Euclidean Lipschitz bound (On a convex open set, a uniform bound implies ).
A contraction of a nonempty complete metric space has a unique fixed point (A contraction of a nonempty complete metric space into itself has exactly one fixed point, the limit of the iterates from any starting point).
Euclidean space is complete and every closed subspace of a complete metric space is complete ( and for with the Euclidean metric are complete, componentwise from the Cauchy criterion in , A subspace of a complete metric space is complete iff it is closed, and a complete subspace of any metric space is closed).
The Euclidean and sup norms satisfy (Each is a norm on , and the induced metrics are exactly , and of the published metric-spaces page).
Proof
Put and use [L1] with the Euclidean--sup norm comparison [L4] to obtain the contraction estimate on the cube. In particular , so lies in .
Fix and define . Step 1.1 gives and makes a -contraction. The cube is a nonempty closed subset of complete Euclidean space, so [L2]--[L3] give with , equivalently . This proves the inner containment.
If , then , so step 1.1 gives . Since , . The assumptions and are essential to the nondegenerate fixed-point argument.
On a small cube, a diffeomorphism distorts Jordan content by factors arbitrarily close to its linearized absolute determinant
Statement
Let , let be on an open set, let , and suppose is invertible. For every there is a closed cube centred at , of positive radius and contained in , such that every Jordan set has Jordan image and The cube may be chosen inside any prescribed neighborhood of .
Facts & Assumptions
Given: The map, the point , invertible , and .
A linear endomorphism maps Jordan sets to Jordan sets and scales content by its absolute determinant (A linear endomorphism of sends bounded Jordan sets to bounded Jordan sets and scales their content by the absolute determinant).
A map whose derivative is uniformly close enough to the identity sandwiches each sufficiently small cube between concentric contracted and expanded cubes (A map uniformly close to the identity derivative sandwiches a cube between contracted and expanded cubes).
Jordan inner and outer content approximate Jordan sets by finite rectangular figures (Jordan inner and outer content and Jordan measurable bounded sets in ).
A derivative bound on a convex open set gives a Lipschitz bound (On a convex open set, a uniform bound implies ); an everywhere-invertible derivative gives local inverses (The Euclidean inverse function theorem); Lipschitz self-maps preserve null sets (A Lipschitz map sends null sets to null sets); and bounded sets are Jordan exactly when their boundaries are null (A bounded set in is Jordan measurable iff its boundary is null, equivalently of content zero).
Jordan content is finitely additive across Jordan pieces whose overlaps have content zero (Jordan content is finitely additive when the overlap has content zero).
Proof
Normalize at by the affine map Choose and a slightly larger cube inside on which . The mean-value bound in [L4] makes a -contraction in the sup norm, so is injective and bi-Lipschitz there. The derivative bound also makes every invertible; the inverse function theorem in [L4] therefore makes a homeomorphism on a neighborhood of the smaller positive-radius cube . Here and ; continuity of permits the stated choice inside any prescribed neighborhood.
If is Jordan, the homeomorphism in step 1.1 gives . Compose on the larger cube with coordinatewise clamping onto that cube to obtain a global Lipschitz map. Since is null, [L4] makes null and hence makes Jordan.
Refine inner and outer figures from [L3] into finite unions of sufficiently small, interior-disjoint cubes with arbitrarily small content gap. After translating at each cube centre, [L2] sandwiches its -image between cubes with factors and . Step 2.1 makes those images Jordan, injectivity makes their interiors disjoint, and [L5] adds their contents. Letting the figure gap vanish gives the stronger bounds with ; since , these imply the displayed bounds for . Finally , so [L1] multiplies every content by .
An injective map with invertible derivative sends compact Jordan sets to compact Jordan sets
Statement
Let , let be open, let be injective and , and suppose is invertible for every . If is compact and Jordan measurable, then is compact and Jordan measurable.
Facts & Assumptions
Given: The open set , injective map , and compact Jordan set .
The Euclidean inverse function theorem makes a local diffeomorphism wherever its derivative is invertible (The Euclidean inverse function theorem).
A continuous image of a compact space is compact (The image of a compact metric space under a continuous map is compact, and so is the image of any compact subset).
Lipschitz self-maps of Euclidean space preserve null sets (A Lipschitz map sends null sets to null sets), and a bounded set is Jordan measurable exactly when its boundary is null (A bounded set in is Jordan measurable iff its boundary is null, equivalently of content zero).
A uniform derivative bound on a convex open set gives a Lipschitz bound there (On a convex open set, a uniform bound implies ).
Proof
Continuity and [L2] make compact, hence closed and bounded. If , then cannot lie in the interior of : otherwise [L1], together with global injectivity on , would map a neighborhood of contained in onto a neighborhood of contained in . Thus
Around each point of the compact set , choose a closed cube in a slightly larger convex cube inside on which is bounded. By [L4], is Lipschitz on the smaller cube. Composing its restriction with coordinatewise clamping onto that cube produces a Lipschitz self-map of , so [L3] sends the null set inside the cube to a null set. A finite subcover shows that is null.
Step 1.1 makes a subset of the null set from step 1.2. Since is bounded, the boundary criterion in [L3] proves it is Jordan measurable.
A compact subset of an open Euclidean set has a compact Jordan neighborhood inside that open set
Statement
Let . If , where is compact and is open, then there is a compact Jordan set such that The set can be chosen as a finite union of closed grid rectangles.
Facts & Assumptions
Given: Compact contained in open .
Compactness is intrinsic and supplies a finite subcover from every relative open cover (Open cover, subcover, compact metric space, and compact subset of a metric space, A subset of a metric space is open in the subspace metric exactly when it is the trace of an open set of the ambient space, and it is compact as a metric space in its own right exactly when every family of open subsets of the ambient space covering it, indexed or not, has finitely many members covering it).
Closed bounded subsets of Euclidean space are compact (Heine-Borel in : with the Euclidean metric a subset of is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line).
Continuous coordinate graphs have content zero, and a bounded set is Jordan measurable exactly when its boundary is null (The graph of a continuous function on a closed nondegenerate rectangle in has content zero in , A bounded set in is Jordan measurable iff its boundary is null, equivalently of content zero).
Proof
For each , openness gives a closed grid rectangle with . The interiors cover , so [L1] selects . Put . Then .
The finite union is closed and bounded, hence compact by [L2]. Its boundary is contained in the union of the boundaries of the . Each rectangular face is a continuous coordinate graph over a bounded rectangle and is null by [L3]; a finite union remains null.
The boundary criterion in [L3] now makes Jordan measurable. Subdividing the finitely many rectangles by their common coordinate endpoints expresses the same set as a finite union of closed cells from one grid.
A bounded open Jordan set has an increasing exhaustion by compact finite unions of grid rectangles with vanishing content remainder
Statement
Let and let be bounded, open, and Jordan measurable. There are compact Jordan sets each a finite union of closed grid rectangles, such that every compact lies in some and
Facts & Assumptions
Given: Bounded open Jordan set .
A bounded set is Jordan measurable exactly when its boundary has content zero (A bounded set in is Jordan measurable iff its boundary is null, equivalently of content zero).
A finite cube cover can be replaced by sufficiently fine grid cells with controlled total volume (A finite rectangle cover admits grid control with arbitrarily small volume excess).
Jordan content is finitely additive on interior-disjoint Jordan pieces (Jordan content is finitely additive when the overlap has content zero).
Proof
Enclose in a rectangle and choose nested dyadic grids whose meshes tend to zero. Let be the union of every closed cell of the th grid that is contained in . Only finitely many cells occur. Every child of a retained cell is retained, so ; each is compact, Jordan, and contained in .
If compact , the distance from to the closed complement of is positive. Once the mesh diameter is smaller than that distance, every grid cell meeting is contained in , so .
Every unretained cell meeting also meets a mesh-sized neighborhood of . By [L1], that boundary has content zero; [L2] therefore makes the total volume of all such cells arbitrarily small for fine enough grids. Finite additivity [L3] bounds by that volume, proving the limit.
Change of variables for an injective map on a compact Jordan set
Statement
Let , let be open, let be injective and , and suppose is invertible for every . Let be compact and Jordan measurable. For a bounded function , the following are equivalent:
- is Riemann integrable on ;
- is Riemann integrable on .
When either condition holds,
Facts & Assumptions
Given: The map , compact Jordan set , and bounded in the statement.
For each fixed , the function is evaluation of a polynomial in the matrix-entry variables (For every fixed finite size at least one, the determinant of a real square matrix is a polynomial in its matrix entries), and componentwise continuity gives continuity of maps assembled from finitely many continuous components (A vector-valued function has a limit, or is continuous, if and only if each of its components does; with the algebra of continuous vector-valued functions).
Local volume distortion is bounded by factors arbitrarily close to the absolute determinant of the derivative (On a small cube, a diffeomorphism distorts Jordan content by factors arbitrarily close to its linearized absolute determinant), with finite Jordan cover bounds controlling upper and lower sums (Finite Jordan covers bound upper integrals, while interior-disjoint Jordan subfamilies bound lower integrals).
The image is compact Jordan (An injective map with invertible derivative sends compact Jordan sets to compact Jordan sets), while the inverse function theorem supplies local inverses (The Euclidean inverse function theorem).
The chain rule multiplies derivatives (The chain rule for total derivatives: ), and for and over a commutative ring one has (For same-sized finite square matrices over a commutative ring, ).
The Riemann integral is linear, monotone, and stable under absolute value (Linearity, monotonicity, the absolute-value estimate and coordinate-slice additivity for the Riemann integral in ), with Jordan-set values independent of the bounding rectangle (The Riemann integral over a Jordan set is independent of the bounding rectangle).
Every continuous real function on a compact Jordan set is Riemann integrable there (A continuous real function on a compact Jordan measurable set is Riemann integrable over that set).
Finite Jordan covers bound upper integrals, and interior-disjoint Jordan subfamilies bound lower integrals (Finite Jordan covers bound upper integrals, while interior-disjoint Jordan subfamilies bound lower integrals).
Proof
The entries of are continuous; [L1] therefore makes and continuous on , and [L6] makes the absolute determinant bounded and Riemann integrable. By [L3], is also a compact Jordan set.
Global injectivity and [L3] patch the local inverses into a inverse . By [L4], and .
Let be compact Jordan. Cover it by finitely many cubes on which [L2] gives volume factors and on which has arbitrarily small oscillation. A common interior-disjoint grid refinement and [L7] compare with the lower and upper sums of over . Letting the mesh and tend to zero gives .
First take integrable on . A fine rectangular grid of a bounding rectangle cuts , up to content-zero shared faces, into compact Jordan pieces on which the lower and upper Darboux step functions have arbitrarily small integral gap. Their preimages are compact Jordan by [L3]. Step 2.1 turns every coefficient times into the integral of that coefficient times over . Hence the pulled-back lower and upper step functions squeeze with the same arbitrarily small gap, proving its integrability and the formula. Applying this implication to and using step 1.2 proves the converse.
For signed , apply step 3.1 to and . Stability under absolute value and linearity in [L5] give both integrability implications and the formula for . Bounding-rectangle independence also follows from [L5].
The content of a compact Jordan image is the integral of the absolute Jacobian determinant
Statement
Under the hypotheses of Change of variables for an injective map on a compact Jordan set,
Facts & Assumptions
Given: Open , injective map with invertible derivative, and compact Jordan .
Compact-Jordan change of variables applies to every bounded integrable function on (Change of variables for an injective map on a compact Jordan set).
The integral of the constant-one function over a Jordan set is its Jordan content (A bounded set is Jordan measurable iff its indicator is Riemann integrable, and the integral is its Jordan content).
Proof
By [L1], is Jordan and change of variables applies to the constant function on it.
Its pullback is , while [L2] identifies the image integral with . This is the displayed formula.
The support of a function on and its compactly supported Riemann integral
Definition
Let . For , its support is The function is compactly supported if is compact.
A compactly supported is compactly supported Riemann integrable if there is a nondegenerate closed rectangle with such that is Riemann integrable. Its integral over Euclidean space is defined by The value is independent of by The Riemann integral of a compactly supported function is independent of its bounding rectangle ↗. When the support is empty, and the value is .
The Riemann integral of a compactly supported function is independent of its bounding rectangle
Statement
Let and let have compact support. If is Riemann integrable on one closed rectangle whose interior contains its support, then it is integrable on every such rectangle, and all the resulting integrals are equal. This includes the empty-support case.
Facts & Assumptions
Given: Compactly supported and bounding rectangles whose interiors contain its support.
Extending an integrable function on a Jordan set by zero to a bounding rectangle gives a well-defined integral independent of that rectangle (The Riemann integral over a Jordan set is independent of the bounding rectangle).
Cutting rectangles along coordinate hyperplanes preserves integrability and adds the integrals of the pieces (Linearity, monotonicity, the absolute-value estimate and coordinate-slice additivity for the Riemann integral in ).
Proof
Choose a third rectangle whose interior contains . Since outside its support, extending by zero to recovers exactly .
If is integrable, [L1] makes its zero extension integrable on with the same integral. Restricting this function to by the coordinate cuts in [L2] gives integrability there, again with zero contribution off the support.
Applying [L1] to and inside the common rectangle yields . If the support is empty, all three functions are identically zero, so the same argument gives value .
A compactly supported Riemann integrand admits the global change-of-variables formula from a diffeomorphism near the relevant compact preimage
Statement
Let , let be open, and let be injective and , with invertible on . Let be compactly supported Riemann integrable and suppose . Define Then is compactly supported Riemann integrable and
Facts & Assumptions
Given: The local diffeomorphism data and compactly supported in the statement.
A compact subset of an open Euclidean set lies in the interior of a compact Jordan neighborhood contained in that open set (A compact subset of an open Euclidean set has a compact Jordan neighborhood inside that open set).
Compact-Jordan change of variables gives the integral formula on such a neighborhood (Change of variables for an injective map on a compact Jordan set).
Compactly supported integrals are independent of their bounding rectangles (The Riemann integral of a compactly supported function is independent of its bounding rectangle).
The inverse function theorem gives a local inverse wherever the derivative is invertible (The Euclidean inverse function theorem).
Proof
By [L4] and global injectivity, the local inverses patch to a continuous inverse on . Thus is compact and lies in . By [L1], choose compact Jordan with .
The function vanishes outside , while vanishes outside . Apply [L2] to ; its transformed integrand is , giving
The support of is contained in the compact set , because away from its preimage. Thus is compactly supported and [L3] identifies the two integrals in step 2.1 with the corresponding integrals over .
Change of variables on bounded open Jordan sets when both integrands are bounded and Riemann integrable
Statement
Let , let be open, let be a bounded open Jordan set with , and let be injective and , with invertible derivative throughout . Put and assume is a bounded open Jordan set. If and are both bounded and Riemann integrable on their respective Jordan sets, then No improper-integral convention is implicit in this statement.
Facts & Assumptions
Given: The bounded open Jordan sets, map, and two bounded integrable functions in the statement.
A bounded open Jordan set has a compact grid exhaustion with vanishing-content remainder (A bounded open Jordan set has an increasing exhaustion by compact finite unions of grid rectangles with vanishing content remainder).
Compact-Jordan change of variables applies to every member of that exhaustion (Change of variables for an injective map on a compact Jordan set).
On a bounding rectangle, the absolute value of an integral is bounded by the integral of the absolute value (Linearity, monotonicity, the absolute-value estimate and coordinate-slice additivity for the Riemann integral in ); zero extension gives the corresponding supremum-times-content bound on a Jordan subset.
For a map the derivative entries are continuous (Continuously differentiable maps, local inverses, and local diffeomorphisms); the determinant is a polynomial in those entries (For every fixed finite size at least one, the determinant of a real square matrix is a polynomial in its matrix entries), finite algebra preserves continuity (A vector-valued function has a limit, or is continuous, if and only if each of its components does; with the algebra of continuous vector-valued functions), and a continuous real function on a nonempty compact metric space is bounded (A continuous real-valued function on a nonempty compact metric space is bounded and attains a greatest and a least value).
Proof
If , then and both integrals are . Otherwise choose the compact grid exhaustion from [L1]. For every , [L2] gives
A bound for gives source error at most , which tends to zero by [L1] and [L3].
The compact set is nonempty, and [L4] gives a bound for on it. Apply [L2] to the compact Jordan remainder with the constant-one function. Its content tends to zero with , so . A bound for and [L3] make the image error tend to zero as well. Passing to the limit in step 1.1 proves the formula.
In one dimension the compact-Jordan formula is substitution over the unoriented image interval with the absolute derivative
Statement
Let , let be and injective on a neighborhood of , and suppose there. If is continuous on an interval containing , then Thus the absolute derivative is the correct factor for the unoriented image interval.
Facts & Assumptions
Given: The interval, injective map , nonvanishing derivative, and continuous .
A continuous injection on an interval is strictly increasing or strictly decreasing (A continuous injective function on an interval is strictly monotone).
Oriented one-variable substitution gives (Substitution: if is differentiable on with integrable and is continuous on an interval containing , then ).
Compact-Jordan change of variables in dimension one uses the absolute Jacobian determinant (Change of variables for an injective map on a compact Jordan set).
Proof
Assume first that is increasing. Every difference quotient using two points of is nonnegative, so an inward sequence at either endpoint and a two-sided sequence in the interior show that the derivative is nonnegative; nonvanishing makes it positive throughout. Thus [L2] is exactly the displayed formula.
Assume instead that is decreasing. The same inward difference-quotient argument makes on , so nonvanishing makes throughout. This reverses both the oriented endpoints and the derivative sign in [L2], and consequently gives
The alternatives are exhaustive by [L1], and [L3] identifies with the one-dimensional absolute Jacobian factor.
5 · Examples, counterexamples and false statements
None yet.
Sources
Standard references
Recommended treatments; not extraction sources.
- J. Lebl, Basic Analysis II, §10.2
- A. Leibman, Multidimensional Real Analysis, §5.4
- J. Lebl, Basic Analysis II, §10.2, Exercises 10.2.2-10.2.3
- J. Lebl, Basic Analysis II, Theorems 10.2.2-10.2.3
- A. Leibman, Multidimensional Real Analysis, Theorem 5.4.1
- J. Lebl, Basic Analysis II, corollary after Theorem 10.2.3
- J. Lebl, Basic Analysis II, Exercise 10.2.5
- J. Lebl, Basic Analysis II, Exercise 10.2.4
- A. Leibman, Multidimensional Real Analysis, Theorem 5.4.2
- J. Lebl, Basic Analysis II, §10.5
- A. Leibman, Multidimensional Real Analysis, Theorems 5.4.3-5.4.4
- J. Lebl, Basic Analysis II, Proposition 10.5.8 and Exercise 10.5.3
- A. Leibman, Multidimensional Real Analysis, §5.5
- A. Leibman, Multidimensional Real Analysis, Lemma 5.5.1
- A. Leibman, Multidimensional Real Analysis, Lemmas 5.5.2--5.5.4
- A. Leibman, Multidimensional Real Analysis, Lemma 5.5.4
- A. Leibman, Multidimensional Real Analysis, Lemma 5.5.5
- A. Leibman, Multidimensional Real Analysis, Lemma 5.5.6 and Theorem 5.5.7
- A. Leibman, Multidimensional Real Analysis, Theorem 5.5.7
- J. Lebl, Basic Analysis II, Theorem 10.7.2
- J. Lebl, Basic Analysis II, Theorem 10.7.2 and one-variable substitution