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Theorems · Inductive type · probability

ProbabilityTheory.IsGaussianProcess

{Ω : Type u_1} →
  {E : Type u_2} →
    {T : Type u_3} →
      {mΩ : MeasurableSpace Ω} →
        [MeasurableSpace E] →
          [TopologicalSpace E] →
            [inst : AddCommMonoid E] →
              [Module ℝ E] →
                (T → Ω → E) → autoParam (MeasureTheory.Measure Ω) ProbabilityTheory.IsGaussianProcess._auto_1 → Prop

A stochastic process is a Gaussian process if all its finite dimensional distributions are Gaussian.

Defined in
Mathlib.Probability.Distributions.Gaussian.IsGaussianProcess.Def
Cited by
29 results in Mathlib
Foundations
Depth 95 from the axioms · uses propext, Classical.choice, Quot.sound
Assumes
MeasurableSpaceTopologicalSpaceAddCommMonoidModule

Around this declaration

Dashed lines are statement dependencies; solid lines are citations in proofs.

ProbabilityTheory.IsGaussianProcess.hasGaussianLaw · cited by 10IsGaussianProcess.hasGaus…ProbabilityTheory.IsGaussianProcess.hasGaussianLaw_eval · cited by 8IsGaussianProcess.hasGaus…ProbabilityTheory.IsPreBrownianReal.isGaussianProcess · cited by 7IsPreBrownianReal.isGauss…ProbabilityTheory.IsGaussianProcess.isProbabilityMeasure · cited by 6IsGaussianProcess.isProba…ProbabilityTheory.IsGaussianProcess.isPreBrownianReal_of_covariance · cited by 4IsGaussianProcess.isPreBr…ProbabilityTheory.IsGaussianProcess.of_isGaussianProcess · cited by 4IsGaussianProcess.of_isGa…ProbabilityTheory.IsGaussianProcess.comp_right · cited by 3IsGaussianProcess.comp_ri…ProbabilityTheory.IsGaussianProcess.hasGaussianLaw_prodMk · cited by 2IsGaussianProcess.hasGaus…ProbabilityTheory.IsGaussianProcess.hasGaussianLaw_sub · cited by 2IsGaussianProcess.hasGaus…ProbabilityTheory.IsGaussianProcess.smul · cited by 2IsGaussianProcess.smulProbabilityTheory.HasIndepIncrements.isGaussianProcess · cited by 1HasIndepIncrements.isGaus…ProbabilityTheory.IsPreBrownianReal.smul · cited by 1IsPreBrownianReal.smulProbabilityTheory.IsGaussianProcess.aemeasurable · cited by 1IsGaussianProcess.aemeasu…ProbabilityTheory.IsGaussianProcess.comp_left · cited by 1IsGaussianProcess.comp_le…ProbabilityTheory.IsGaussianProcess.hasGaussianLaw_add · cited by 1IsGaussianProcess.hasGaus…Real · cited by 25697RealTopologicalSpace · cited by 24529TopologicalSpaceModule · cited by 20661ModuleMeasurableSpace · cited by 13106MeasurableSpaceAddCommMonoid · cited by 12281AddCommMonoidMeasureTheory.Measure · cited by 10939MeasureTheory.MeasureProbabilityTheory.IsGaussianP…CITED BYCITES

Cites6

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Cited by31

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