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Penultimate approximation for the distribution of the excesses

Rym Worms (2002)

ESAIM: Probability and Statistics

Let F be a distribution function (d.f) in the domain of attraction of an extreme value distribution H γ ; it is well-known that F u ( x ) , where F u is the d.f of the excesses over u , converges, when u tends to s + ( F ) , the end-point of F , to G γ ( x σ ( u ) ) , where G γ is the d.f. of the Generalized Pareto Distribution. We provide conditions that ensure that there exists, for γ > - 1 , a function Λ which verifies lim u s + ( F ) Λ ( u ) = γ and is such that Δ ( u ) = sup x [ 0 , s + ( F ) - u [ | F ¯ u ( x ) - G ¯ Λ ( u ) ( x / σ ( u ) ) | converges to 0 faster than d ( u ) = sup x [ 0 , s + ( F ) - u [ | F ¯ u ( x ) - G ¯ γ ( x / σ ( u ) ) | .

Penultimate approximation for the distribution of the excesses

Rym Worms (2010)

ESAIM: Probability and Statistics

Let F be a distribution function (d.f) in the domain of attraction of an extreme value distribution H γ ; it is well-known that Fu(x), where Fu is the d.f of the excesses over u, converges, when u tends to s+(F), the end-point of F, to G γ ( x σ ( u ) ) , where G γ is the d.f. of the Generalized Pareto Distribution. We provide conditions that ensure that there exists, for γ > - 1 , a function Λ which verifies lim u s + ( F ) Λ ( u ) = γ and is such that Δ ( u ) = sup x [ 0 , s + ( F ) - u [ | F ¯ u ( x ) - G ¯ Λ ( u ) ( x / σ ( u ) ) | converges to 0 faster than d ( u ) = sup x [ 0 , s + ( F ) - u [ | F ¯ u ( x ) - G ¯ γ ( x / σ ( u ) ) | .

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