A continuous-time GARCH process driven by a Lévy process: stationarity and second-order behaviour

C Klüppelberg, A Lindner, R Maller - Journal of Applied Probability, 2004 - cambridge.org
We use a discrete-time analysis, giving necessary and sufficient conditions for the almost-sure
convergence of ARCH(1) and GARCH(1,1) discrete-time models, to suggest an extension …

Ruin probabilities and overshoots for general Lévy insurance risk processes

C Klüppelberg, AE Kyprianou, RA Maller - 2004 - projecteuclid.org
We formulate the insurance risk process in a general Lévy process setting, and give general
theorems for the ruin probability and the asymptotic distribution of the overshoot of the …

[PDF][PDF] Stability of perpetuities

CM Goldie, RA Maller - The Annals of Probability, 2000 - projecteuclid.org
For a series of randomly discounted terms we give an integral criterion to distinguishbetween
almost-sure absolute convergence and divergence in probability to $\infty$, these being …

Estimating the proportion of immunes in a censored sample

RA Maller, S Zhou - Biometrika, 1992 - academic.oup.com
An estimator for the proportion of ‘immunes’ in a population is proposed, when a sample of
censored failure times is available. Our suggestion is to use one minus the maximum …

Ornstein–Uhlenbeck processes and extensions

RA Maller, G Müller, A Szimayer - Handbook of financial time series, 2009 - Springer
This paper surveys a class of Generalised Ornstein-Uhlenbeck (GOU) processes associated
with Lévy processes, which has been recently much analysed in view of its applications in …

Testing for the presence of immune or cured individuals in censored survival data

RA Maller, S Zhou - Biometrics, 1995 - JSTOR
In a sample of censored survival times, the presence of an immune proportion of individuals
who are not subject to death, failure, or relapse, etc., may be indicated by a relatively high …

Exponential mixture models with long-term survivors and covariates

ME Ghitany, RA Maller, S Zhou - Journal of multivariate Analysis, 1994 - Elsevier
Suppose a population contains individuals who may be subject to failure with exponentially
distributed failure times, or else are "immune" to failure. We do not know which individuals …

A best choice among asset pricing models? The conditional capital asset pricing model in Australia

N Durack, RB Durand, RA Maller - Accounting & Finance, 2004 - Wiley Online Library
We use Australian data to test the Conditional Capital Asset Pricing Model (Jagannathan and
Wang, 1996). Our results are generally supportive: the model performs well compared with …

Testing for sufficient follow-up and outliers in survival data

RA Maller, S Zhou - Journal of the American Statistical Association, 1994 - Taylor & Francis
A situation in which a sample of failure times with many of the largest times censored may be
taken as evidence of a proportion of “immune” or “cured” individuals, who are not subject to …

GARCH modelling in continuous time for irregularly spaced time series data

RA Maller, G Müller, A Szimayer - 2008 - projecteuclid.org
The discrete-time GARCH methodology which has had such a profound influence on the
modelling of heteroscedasticity in time series is intuitively well motivated in capturing many ‘…