TheoremBase

Kit for def:lp-convergence

The norm-difference map of two maps into RkR^k, and convergence in LpL^p of a sequence of random vectors together with its standing hypotheses, are conditions expressed by predicative formulas, at any variable positions.

Statement

In the setting of Routine Facts, Continued: Typed Arithmetic, Maps and Predicativity and of The Real Numbers, with the Natural Numbers, Integers and Rationals Identified with Subsets of the Reals, and Completeness, let q≥1q\ge1 be a metatheoretic number, let x0,…,xq−1x_{0},\dots,x_{q-1} be distinct set variables, and let i0,…,i6<qi_{0},\dots,i_{6}<q, not necessarily distinct. Let N0\mathbb{N}_{0}, N\mathbb{N}, ≤0\le_{0}, +0+_{0}, R\mathbb{R}, ≤\le, <<, ++, ⋅\cdot, dRd_{\mathbb{R}}, ι\iota, exp⁡\exp, log⁡\log, B(R)\mathcal{B}(\mathbb{R}), [0,∞][0,\infty], +∞+_{\infty}, ⋅∞\cdot_{\infty}, [−∞,∞][-\infty,\infty], ≤∞\le_{\infty}, B([0,∞])\mathcal{B}([0,\infty]), SR+\mathcal{S}^{+}_{\mathbb{R}}, MR+\mathcal{M}^{+}_{\mathbb{R}}, MeasR\mathrm{Meas}_{\mathbb{R}} and RR\mathbb{R}^{\mathbb{R}} be distinct class variables with values the sets N0\mathbb{N}_{0} and N\mathbb{N} of The Natural Numbers and the Natural Numbers with Zero: Arithmetic, Order, Induction and Recursion (ii), the order and the addition of N0\mathbb{N}_{0}, the set R\mathbb{R} of real numbers, its order, its strict order, its addition and its multiplication, the distance on R\mathbb{R}, the identity idR\mathrm{id}_{\mathbb{R}} on R\mathbb{R}, the exponential function, the natural logarithm, the Borel σ\sigma-algebra of Borel Sigma-Algebra of a Metric Space (ii), the set [0,∞][0,\infty] of The Extended Real Line, Its Order, and [0,∞] (ii), its sum and its product, the set [−∞,∞][-\infty,\infty] and its order, the Borel σ\sigma-algebra of The Borel σ-Algebra of [0,∞] (ii), the set S+(R,B(R))\mathcal{S}^{+}(\mathbb{R},\mathcal{B}(\mathbb{R})) of nonnegative simple functions, the set M+(R,B(R))\mathcal{M}^{+}(\mathbb{R},\mathcal{B}(\mathbb{R})) of measurable maps into [0,∞][0,\infty], the set Meas(R,B(R);R,B(R))\mathrm{Meas}(\mathbb{R},\mathcal{B}(\mathbb{R});\mathbb{R},\mathcal{B}(\mathbb{R})) of measurable maps, and the class RR\mathbb{R}^{\mathbb{R}} of functions from R\mathbb{R} to R\mathbb{R}; and let ∞\infty, 00 and 11 be distinct set variables, other than x0,…,xq−1x_{0},\dots,x_{q-1}, with values the element ∞\infty of The Extended Real Line, Its Order, and [0,∞] (i) and the elements 00 and 11 of R\mathbb{R}, which are also those of [0,∞][0,\infty] (Addition and Multiplication on [0,∞] (ii)). The parameters of the following results are variables above: of Kit for def:measure-measure-space (vi), its EE, LL, ZZ, PP, N\mathbb{N}, RR, QQ, ∞\infty, 00 and 11 being [−∞,∞][-\infty,\infty], ≤∞\le_{\infty}, [0,∞][0,\infty], +∞+_{\infty}, N\mathbb{N}, ≤0\le_{0}, +0+_{0}, ∞\infty, 00 and 11; of Kit for def:measurable-function (ii) and Kit for def:measurable-function (iii), its RR being ≤0\le_{0} and its others the variables of the same names; of Predicative Formulas for Convergence and Limits, and Maps Defined by Limits (i) with X=RX=\mathbb{R} and d=dRd=d_{\mathbb{R}}, the variables of the same names; and of The Simple, Nonnegative, Integrable and Signed Integrals Are Predicative in the Measure and the Function, at Any Variable Positions (iii), its XX, F\mathcal{F}, S+\mathcal{S}^{+}, M+\mathcal{M}^{+}, Meas\mathrm{Meas} and RX\mathbb{R}^{X} being R\mathbb{R}, B(R)\mathcal{B}(\mathbb{R}), SR+\mathcal{S}^{+}_{\mathbb{R}}, MR+\mathcal{M}^{+}_{\mathbb{R}}, MeasR\mathrm{Meas}_{\mathbb{R}} and RR\mathbb{R}^{\mathbb{R}}, its elements 00 and 11 of R\mathbb{R} being 00 and 11, and its sets of numbers with their operations and orders being N0\mathbb{N}_{0}, N\mathbb{N}, R\mathbb{R}, [0,∞][0,\infty] and [−∞,∞][-\infty,\infty] with ≤0\le_{0}, +0+_{0}, ≤\le, <<, ++, ⋅\cdot, +∞+_{\infty}, ⋅∞\cdot_{\infty} and ≤∞\le_{\infty}. A condition on x0,…,xq−1x_{0},\dots,x_{q-1} is predicative if it is expressed by a predicative formula with x0,…,xq−1x_{0},\dots,x_{q-1} as the set variables of Conditions Expressed by a Predicative Formula, and Guards (i), no displayed variables, and the other variables above as parameters. ∥⋅∥\lVert\cdot\rVert is the Euclidean norm.

Convergence in LpL^{p}. With Ω=xi0\Omega=x_{i_{0}}, F=xi1\mathcal{F}=x_{i_{1}}, P=xi2P=x_{i_{2}}, k=xi3k=x_{i_{3}}, p=xi4p=x_{i_{4}}, (Yn)=xi5(Y_{n})=x_{i_{5}} and Y=xi6Y=x_{i_{6}}, the condition "(Ω,F,P)(\Omega,\mathcal{F},P) is a probability space, k∈Nk\in\mathbb{N}, pp is a real number with p≥1p\ge1, (Yn)(Y_{n}) is a sequence of random vectors in Rk\mathbb{R}^{k}, YY is a random vector in Rk\mathbb{R}^{k}, ∥Yn−Y∥\lVert Y_{n}-Y\rVert lies in the set Lp(P)\mathcal{L}^{p}(P) of pp-integrable functions for every n∈Nn\in\mathbb{N}, and (Yn)(Y_{n}) converges to YY in LpL^{p}" on x0,…,xq−1x_{0},\dots,x_{q-1} is predicative.

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