Integral time change for survival #
The integral of the reciprocal defect increases asymptotically by one along the survival recursion. Its value at the survival probability is therefore asymptotic to the generation.
The reciprocal-defect time change, used for arguments in (0,1].
Equations
- BGW.StableTrees.Survival.survivalTime μ x = ∫ (u : ℝ) in x..1, (BGW.StableTrees.Survival.offspringDefect μ u)⁻¹
Instances For
theorem
BGW.StableTrees.Survival.intervalIntegrable_inv_offspringDefect
{μ : PMF ℕ}
(hc : IsCritical μ)
(hne : μ 1 ≠ 1)
{a b : ℝ}
(ha : 0 < a)
(hab : a ≤ b)
(hb : b ≤ 1)
:
IntervalIntegrable (fun (u : ℝ) => (offspringDefect μ u)⁻¹) MeasureTheory.volume a b
The reciprocal defect is integrable on every compact interval in (0,1].
theorem
BGW.StableTrees.Survival.survivalTime_antitoneOn
{μ : PMF ℕ}
(hc : IsCritical μ)
(hne : μ 1 ≠ 1)
:
AntitoneOn (survivalTime μ) (Set.Ioc 0 1)
The time change is antitone on its positive domain.
theorem
BGW.StableTrees.Survival.survivalTime_succ_bounds
{μ : PMF ℕ}
(hc : IsCritical μ)
(hne : μ 1 ≠ 1)
(k : ℕ)
:
1 ≤ survivalTime μ (survivalProb μ (k + 1)) - survivalTime μ (survivalProb μ k) ∧ survivalTime μ (survivalProb μ (k + 1)) - survivalTime μ (survivalProb μ k) ≤ offspringDefect μ (survivalProb μ k) / offspringDefect μ (survivalProb μ (k + 1))
One survival step increases the time change by an amount between one and the defect ratio.
theorem
BGW.StableTrees.Survival.tendsto_survivalTime_increment
{μ : PMF ℕ}
{θ : ℝ}
{B : ℕ → ℝ}
(h : StableDomain μ θ B)
:
Filter.Tendsto (fun (k : ℕ) => survivalTime μ (survivalProb μ (k + 1)) - survivalTime μ (survivalProb μ k)) Filter.atTop
(nhds 1)
The time-change increment tends to one along successive generations.
theorem
BGW.StableTrees.Survival.tendsto_survivalTime_div_natCast
{μ : PMF ℕ}
{θ : ℝ}
{B : ℕ → ℝ}
(h : StableDomain μ θ B)
:
Filter.Tendsto (fun (k : ℕ) => survivalTime μ (survivalProb μ k) / ↑k) Filter.atTop (nhds 1)
The integral time change at generation k is asymptotic to k.