OAI/Probability/GammaPassage/GridIndependence.lean
10 declarations, 0 contain sorry, 0 declared as axioms
Joint independence for finite families of tests on disjoint edge sets.
- def
OAI.GammaFPP.Grid.DependsOnEdgesline 10 - def
OAI.GammaFPP.Grid.extendEdgeWeightsline 13 - theorem
OAI.GammaFPP.Grid.measurable_extendEdgeWeightsline 16 - theorem
OAI.GammaFPP.Grid.DependsOnEdges.restriction_iffline 24 - theorem
OAI.GammaFPP.Grid.DependsOnEdges.complline 31 - theorem
OAI.GammaFPP.Grid.dependsOnEdges_biInterline 36 - theorem
OAI.GammaFPP.Grid.disjoint_edge_events_independentline 52 - theorem
OAI.GammaFPP.Grid.disjoint_edge_events_inter_probabilityline 74 - theorem
OAI.GammaFPP.Grid.disjoint_edge_events_iIndepSetline 107 - theorem
OAI.GammaFPP.Grid.disjoint_trials_failure_boundline 120Source documentation
The amplification step in cr:rare-fast: M disjoint trials with individual success probability at least p have joint failure probability at most (1-p)^M.
theorem disjoint_trials_failure_bound (h : GammaEnvironment shape rate P τ) {ι : Type*} (t : Finset ι) (A : ι → Set (Edge → ℝ)) (S : ι → Finset Edge) (hA : ∀ i ∈ t, MeasurableSet (A i)) (hAS : ∀ i ∈ t, DependsOnEdges (A i) (S i)) (hdis : Set.Pairwise (↑t : Set ι) (fun i j => Disjoint (S i) (S j))) (p : ℝ) (hprob : ∀ i ∈ t, p ≤ P.real {ω | (fun e => τ e ω) ∈ A i}) : P.real {ω | ∀ i ∈ t, (fun e => τ e ω) ∉ A i} ≤ (1-p)^t.card := by …Mentions: OAI.GammaFPP.GammaEnvironment, OAI.GammaFPP.Grid.DependsOnEdges