Break on through to the single side

DB Madan, W Schoutens - Available at SSRN 1003144, 2007 - papers.ssrn.com
We employ a Levy process subject only to negative jumps to describe the motion of asset
values. This specification permits fast computation of first passage probabilities. As a result …

[PDF][PDF] State dependent jump models: How do US equity indices jump

M Johannes, R Kumar… - Woking Paper, University …, 1999 - business.columbia.edu
Large, sudden movements occur periodically in nearly all financial markets. Whether
referred to as crashes, devaluations, corrections, defaults or jumps, they have substantial …

A new class of stochastic volatility models with jumps: Theory and estimation

M Chernov, AR Gallant, E Ghysels… - Available at SSRN …, 1999 - papers.ssrn.com
The purpose of this paper is to propose a new class of jump diffusions which feature both
stochastic volatility and random intensity jumps. Previous studies have focused primarily on …

Estimation of jump tails

T Bollerslev, V Todorov - Econometrica, 2011 - Wiley Online Library
We propose a new and flexible nonparametric framework for estimating the jump tails of Itô
semimartingale processes. The approach is based on a relatively simple‐to‐implement set …

Stochastic analysis of jump-diffusions for financial log-return processes

FB Hanson, JJ Westman - Stochastic Theory and Control: Proceedings of …, 2002 - Springer
A jump-diffusion log-return process with log-normal jump amplitudes is presented. The
probability density and other properties of the theoretical model are rigorously derived. This …

[PDF][PDF] A point process approach to value-at-risk estimation

V Chavez-Demoulin, AC Davison, AJ McNeil - Quantitative Finance, 2005 - Citeseer
We consider the modelling of rare events in financial time series, and introduce a marked
point process model for the excesses of the time series over a high threshold that combines …

Purely discontinuous asset price processes

DB Madan - Option pricing, Interest rates and risk management, 2001 - books.google.com
Prices of assets determined in highly liquid financial markets are generally viewed as
continuous functions of time. This is true of the Black-Scholes (1973), and Merton (1973) …

Large stock market price drawdowns are outliers

A Johansen, D Sornette - arXiv preprint cond-mat/0010050, 2000 - arxiv.org
Drawdowns are essential aspects of risk assessment in investment management. They offer
a more natural measure of real market risks than the variance or other cumulants of daily (or …

Estimating value-at-risk: a point process approach

V Chavez-Demoulin*, AC Davison… - Quantitative …, 2005 - Taylor & Francis
We consider the modelling of extreme returns in financial time series, and introduce a
marked point process model for the exceedances of a high threshold. This model has a self …

Asymmetries in financial returns

DB Madan, K Wang - International Journal of Financial Engineering, 2017 - World Scientific
Market clichés assert that markets take escalators up and elevators down. The observation
suggests differentiating models for up and down moves. Non-diffusive models allow for this …