Fubini and Change of Variables
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1 · Prerequisites
Abstract Algebra
Linear Algebra
- Determinants of Matrices over a Commutative Ring
- Gaussian Elimination, Elementary Matrices and Reduced Row Echelon Form
- Linear Independence, Bases and Dimension
- Linear Transformations, Rank-Nullity and Quotient Spaces
- Matrices, the Matrix of a Linear Map, and Change of Basis
- Vector Spaces, Linear Subspaces, Span and Direct Sums
Real Analysis
- 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
- Foundations of the Real Numbers for Analysis
- Limits of Real Functions
- limsup, liminf, and Subsequential Limits
- Monotone Functions, Discontinuities, and Continuity Sets
- Monotone Sequences, Bolzano-Weierstrass, and Cauchy Completeness
- Properties of the Integral and the Working FTC
- 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
- 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
- Topology of ℝ
Set Theory
2 · Logical flowchart
3 · Items
Definition
Sections, lower and upper section integrals, and iterated Riemann integrals on product rectangles and Jordan sets
Lemma
A product grid bounds the Darboux sums of the lower and upper section-integral functions
Theorem
Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections
Corollary
A continuous function on a closed rectangle has repeated Riemann integrals in every coordinate order, all equal to its multiple integral
Corollary
The integral of a product function on a product rectangle is the product of the two integrals
Corollary
An integrable function whose sections vanish outside finite sets has multiple integral zero
Theorem
Fubini over a bounded Jordan set when all but a content-zero family of sections are integrable
Corollary
Cavalieri: Jordan content is the integral of sectional contents, and equal sections give equal content
Theorem
A region between two continuous graphs is Jordan measurable, and a continuous integrand extending to its closure integrates by vertical sections
Definition
The Jacobian determinant of a square-dimensional C¹ map is the determinant of its Jacobian matrix
Lemma
Finite Jordan covers bound upper integrals, while interior-disjoint Jordan subfamilies bound lower integrals
Theorem
A linear endomorphism of ℝⁿ sends bounded Jordan sets to bounded Jordan sets and scales their content by the absolute determinant
Corollary
The Jordan content of the parallelepiped spanned by the columns of a square real matrix is the absolute value of its determinant
Lemma
A C¹ map uniformly close to the identity derivative sandwiches a cube between contracted and expanded cubes
Lemma
On a small cube, a C¹ diffeomorphism distorts Jordan content by factors arbitrarily close to its linearized absolute determinant
Theorem
An injective C¹ map with invertible derivative sends compact Jordan sets to compact Jordan sets
Lemma
A compact subset of an open Euclidean set has a compact Jordan neighborhood inside that open set
Lemma
A bounded open Jordan set has an increasing exhaustion by compact finite unions of grid rectangles with vanishing content remainder
Theorem
Change of variables for an injective C¹ map on a compact Jordan set
Corollary
The content of a compact Jordan image is the integral of the absolute Jacobian determinant
Definition
The support of a function on ℝⁿ and its compactly supported Riemann integral
Lemma
The Riemann integral of a compactly supported function is independent of its bounding rectangle
Corollary
A compactly supported Riemann integrand admits the global change-of-variables formula from a diffeomorphism near the relevant compact preimage
Corollary
Change of variables on bounded open Jordan sets when both integrands are bounded and Riemann integrable
Corollary
In one dimension the compact-Jordan formula is substitution over the unoriented image interval with the absolute derivative
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