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Atlas.HighDimensionalStatistics.code.Chapter3.Def_3_10

noncomputable def Chapter3.sobolevCoeff (β : ) (j : ) :

Sobolev coefficients (eq 3.9): a_j = j^β for even j, (j-1)^β for odd j

Instances For
    def Chapter3.SobolevEllipsoid (β Q : ) (M : ) :
    Set (Fin M)

    Sobolev ellipsoid Θ(β, Q) for finite-dimensional truncation: the set of θ ∈ ℝ^M with Σ_{j=1}^M a_j² θ_j² ≤ Q

    Instances For
      theorem Chapter3.sobolevCoeff_nonneg {β : } (_hβ : 0 β) (j : ) :

      Sobolev coefficient is nonneg for β ≥ 0

      theorem Chapter3.sobolevCoeff_one {β : } ( : β 0) :

      a_1 = 0 for β ≠ 0 (since j=1 is odd, (1-1)^β = 0^β = 0)

      theorem Chapter3.sobolevEllipsoid_nonempty {β Q : } {M : } (hQ : 0 Q) :

      Sobolev ellipsoid is nonempty (contains zero)

      def Chapter3.SobolevClassFn (β : ) (L : ) :
      Set ()

      Definition 3.10 (Sobolev class W(β, L)). Fix β ∈ {1, 2, ...} and L > 0. The Sobolev class W(β, L) is the set of functions f : [0,1] → ℝ (modeled as f : ℝ → ℝ restricted to [0,1]) such that: • f ∈ L₂([0,1]), • f^(β-1) is absolutely continuous on [0,1], • ∫₀¹ (f^(β)(x))² dx ≤ L², • f^(j)(0) = f^(j)(1) for j = 0, ..., β-1 (periodic boundary conditions).

      Instances For
        noncomputable def Chapter3.derivFourierCoeff (f : ) (j k : ) :

        Fourier coefficients of the j-th derivative of f with respect to the trigonometric basis: s_k(j) = ∫₀¹ f^(j)(t) φ_k(t) dt. When j = 0 this gives the ordinary Fourier coefficients θ_k = s_k(0). (Book line 2307: "the Fourier coefficients {s_k(j)}_{k≥1}")

        Instances For
          theorem Chapter3.derivFourierCoeff_zero (f : ) (k : ) :
          derivFourierCoeff f 0 k = (x : ) in Set.Icc 0 1, f x * trigBasis k x

          The Fourier coefficients of f itself are derivFourierCoeff f 0.