Search Results for author: Aleksandar Mijatović

Found 5 papers, 2 papers with code

A weak MLMC scheme for Lévy-copula-driven SDEs with applications to the pricing of credit, equity and interest rate derivatives

1 code implementation4 Nov 2022 Aleksandar Mijatović, Romain Palfray

This paper develops a novel weak multilevel Monte-Carlo (MLMC) approximation scheme for L\'evy-driven Stochastic Differential Equations (SDEs).

Point Processes

Monte Carlo algorithm for the extrema of tempered stable processes

no code implementations29 Mar 2021 Jorge Ignacio González Cázares, Aleksandar Mijatović

We develop a novel Monte Carlo algorithm for the vector consisting of the supremum, the time at which the supremum is attained and the position at a given (constant) time of an exponentially tempered L\'evy process.

An algorithm for simulating Brownian increments on a sphere

no code implementations22 Dec 2020 Aleksandar Mijatović, Veno Mramor, Gerónimo Uribe Bravo

This paper presents a novel formula for the transition density of the Brownian motion on a sphere of any dimension and discusses an algorithm for the simulation of the increments of the spherical Brownian motion based on this formula.

Statistical Mechanics Numerical Analysis Numerical Analysis Probability 65C05

Non-asymptotic bounds for sampling algorithms without log-concavity

no code implementations21 Aug 2018 Mateusz B. Majka, Aleksandar Mijatović, Lukasz Szpruch

Finally, we provide a weak convergence analysis that covers both the standard and the randomised (inaccurate) drift case.

Exact Simulation of the Extrema of Stable Processes

2 code implementations5 Jun 2018 Jorge Ignacio González Cázares, Aleksandar Mijatović, Gerónimo Uribe Bravo

We exhibit an exact simulation algorithm for the supremum of a stable process over a finite time interval using dominated coupling from the past (DCFTP).

Probability Computation

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