Publications and Preprints
Preprints
see also arxiv
- Stelzer, R. (2024): Correction to: Multivariate CARMA processes, continuous-time state space models and complete regularity of the innovations of the sampled processes, Bernoulli 18, pp. 46-63, 2012
submitted for publication, pdf-file - Stelzer, R., Ströh, B. (2022):
Asymptotics of Time-varying Processes in Continuous-Time using Locally Stationary Approximations
submitted for publication, pdf-file
Publications
see also Google Scholar, Researcher ID (Web of Science), Scopus, MathSciNet or Zentralblatt Math.
- Bitter, A., Stelzer, R., Ströh, B. (2023):
Continuous-time Locally Stationary Time Series Models
Advances in Applied Probability, 55 no. 3, 965 - 998, pdf-file (Preprint Version) - Brandes, D.-P., Curato, I. and Stelzer, R. (2023):
Inheritance of Strong Mixing and Weak Dependence under Renewal Sampling
Journal of Applied Probability, 60 no. 2, 435 - 451, pdf-file (Preprint Version) - Belak, Ch., Chen, A., Mereu, C. and Stelzer, R. (2022):
Optimal Investment with Time-varying Stochastic Endowments
SIAM Journal on Financial Mathematics, 13 no. 3, 969 - 1003, pdf-file (Preprint Version) - Curato, I., Stelzer, R. and Ströh, B. (2022):
Central Limit Theorems for Stationary Random Fields under Weak Dependence with Application to Ambit and Mixed Moving Average Fields
Annals of Applied Probability, 32 no. 3, 1814 - 1861, pdf-file (Preprint Version) - do Rêgo Sousa, Th. and Stelzer, R. (2022):
Moment based Estimation for the Multivariate COGARCH(1,1) Process
Scandinavian Journal of Statistics, 49 no. 2, 681 - 717, pdf-file (Preprint Version) - Stelzer, R. and Vestweber, J. (2021):
Geometric Ergodicity of the Multivariate COGARCH(1,1) process
Stochastics, 93 no. 7, 959-992, pdf-file (Preprint Version) - Mayerhofer, E., Stelzer, R. and Vestweber, J. (2020):
Geometric Ergodicity of Affine Processes on Cones,
Stochastic Processes and Their Applications, 130 no. 7, 4141 - 4173, pdf-file (Preprint Version) - Curato, I. and Stelzer, R. (2019):
Weak Dependence and GMM Estimation of supOU and Mixed Moving Average Processes
Electronic Journal of Statistics, 13 no. 1, 310 - 360, pdf-file (Preprint version) - Fechner, Z. and Stelzer, R. (2018):
Limit Behaviour of the Truncated Pathwise Fourier-transformation of Lévy-driven CARMA Processes for Non-equidistant Discrete Time Observations
Statistica Sinica, 28 no. 3, 1633-1650 (+ online supplement), pdf-file (Preprint Version) - Mereu, C. and Stelzer, R. (2017):
A BSDE Arising in an Exponential Utility Maximization Problem in a Pure Jump Market Model
Stochastics, 89 no. 1, 240-258, pdf-file (Preprint Version) - Stelzer, R., Tosstorff, Th. and Wittlinger, M. (2015):
Moment Based Estimation of SupOU Processes and a Related Stochastic Volatility Model
Statistics & Risk Modeling, 32, 1-24, pdf-file (Preprint Version); Published Version - Stelzer, R. and Zavisin, J. (2015):
Derivative Pricing under the Possibility of Long Memory in the SupOU Stochastic Volatility Model
in "Innovations in Quantitative Risk Management", Glau, K., Scherer, M., and Zagst, R. (eds.); Springer, Cham; 75-92, pdf-file (Preprint Version); Open Access available here. - Pérez-Abreu, V. and Stelzer, R. (2014):
Infinitely Divisible Multivariate and Matrix Gamma Distributions
Journal of Multivariate Analysis, 130, 155-175, pdf-file (Preprint Version) - Klüppelberg, C. and Stelzer, R. (2014):
Dealing with Dependent Risks
in "Risk - A multidisciplinary introduction", Klüppelberg, C., Straub, D., and Welpe, I. (eds.); Springer, Heidelberg, pdf-file (Preprint version) - Davis, R. A., Pfaffel, O., and Stelzer, R. (2014):
Limit Theory for the Largest Eigenvalues of Sample Covariance Matrices with Heavy Tails
Stochastic Processes and Their Applications, 124 no. 1, 18-50, pdf-file (Preprint version) - Moser, M. and Stelzer, R. (2013):
Functional Regular Variation of Lévy-driven Multivariate Mixed Moving Average Processes
Extremes, 16 no. 3, 351-382, pdf-file (Preprint version) - Fuchs, F. and Stelzer, R.(2013)
Mixing Conditions for Multivariate Infinitely Divisible Processes with an Application to Mixed Moving Averages and the supOU Stochastic Volatility Model
ESAIM: Probability and Statistics, 17, 455-471, pdf-file (Preprint version) - Fuchs, F. and Stelzer, R. (2013)
Spectral Representation of Multivariate Regularly Varying Lévy and CARMA Processes
Journal of Theoretical Probability, 26 no. 2, 410-436, pdf-file (Preprint version) - Barndorff-Nielsen, O.E. and Stelzer, R. (2013):
The Multivariate SupOU Stochastic Volatility Model
Mathematical Finance, 23 no. 2, 275-296, pdf-file (Preprint version) - Schlemm, E. and Stelzer, R. (2012):
Quasi Maximum Likelihood Estimation for Strongly Mixing State Space Models and Multivariate CARMA Processes
Electronic Journal of Statistics, 6, 2185-2234, pdf-file (Preprint version) - Muhle-Karbe, J., Pfaffel, O. and Stelzer, R. (2012):
Option Pricing in Multivariate Stochastic Volatility Models of OU type
SIAM Journal on Financial Mathematics, 3, 66-94, pdf-file (Preprint version) - Schlemm, E. and Stelzer, R. (2012):
Multivariate CARMA Processes, Continuous-Time State Space Models and Complete Regularity of the Innovations of the Sampled Processes
Bernoulli, 18 no.1, 46-63, pdf-file (as published in Bernoulli, see http://projecteuclid.org/euclid.bj/1327068617 for full publication details), Correction - Moser, M. and Stelzer, R. (2011):
Tail Behavior of Multivariate Lévy-Driven Mixed Moving Average Processes and supOU Stochastic Volatility Models
Advances in Applied Probability, 43 no. 4, 1109-1135, pdf-file (Preprint version) - Stelzer, R. (2011):
CARMA Processes driven by Non-Gaussian Noise
TUM-IAS Primary Sources - Essays in Technology and Science, 1 no.1, pdf-file - Boussama, F., Fuchs, F., and Stelzer, R. (2011):
Stationarity and Geometric Ergodicity of BEKK Multivariate GARCH Models
Stochastic Processes and Their Applications, 121 no. 10, 2331-2360, pdf-file (Preprint version) - Mayerhofer, E., Pfaffel, O. and Stelzer, R. (2011):
On Strong Solutions for Positive Definite Jump Diffusions
Stochastic Processes and Their Applications, 121 no. 9, 2072-2086, pdf-file (Preprint version) - Haug, St. and Stelzer, R. (2011):
Multivariate ECOGARCH Processes
Econometric Theory, 27 no 2, 344-371, pdf-file (Preprint version) - Barndorff-Nielsen, O.E. and Stelzer, R. (2011):
Multivariate supOU Processes
Annals of Applied Probability, 21 no. 1, 140-182, pdf-file (as published in Annals of Applied Probability, see http://projecteuclid.org/euclid.aoap/1292598030 for full publication details) - Stelzer, R. (2010):
Multivariate COGARCH(1,1) Processes
Bernoulli, 16 no. 1, 80-115, pdf-file (as published in Bernoulli, see http://projecteuclid.org/euclid.bj/1265984705 for full publication details) - Pigorsch, C. and Stelzer, R. (2009):
On the Definition, Stationary Distribution and Second Order Structure of Positive Semi-definite Ornstein-Uhlenbeck type Processes
Bernoulli, 15 no. 3, 754-773, pdf-file (as published in Bernoulli, see http://projecteuclid.org/euclid.bj/1251463280 for full publication details) - Stelzer, R. (2009):
First Jump Approximation of a Multivariate Lévy Driven SDE and an Application to ECOGARCH Processes
Stochastic Processes and Their Applications, 119 no. 6, 1932-1951 pdf-file, ps-file (Preprint version) - Stelzer, R. (2009):
On Markov-Switching ARMA Processes - Stationarity, Existence of Moments and Geometric Ergodicity
Econometric Theory, 25 no. 1, 43-62, pdf-file, ps-file (Preprint version) - Stelzer, R. (2008):
Multivariate Markov-Switching ARMA Processes with Regularly Varying Noise
Journal of Multivariate Analysis, 99 no. 6, 1177-1190, pdf-file, ps-file (Preprint version) - Stelzer, R. (2008):
On the Relation Between the vec and BEKK Multivariate GARCH Models
Econometric Theory, 24 no. 4, 1131-1136, pdf-file, ps-file (Preprint version) - Barndorff-Nielsen, O. E. and Stelzer, R. (2007):
Positive-Definite Matrix Processes of Finite Variation
Probability and Mathematical Statistics, 27 no. 1, 3-43, pdf-file, ps-file (Preprint version, also Thiele Research Report No. 2006-11) - Marquardt, T. and Stelzer, R. (2007):
Multivariate CARMA Processes
Stochastic Processes and Their Applications, 117 no. 1, 96-120, pdf-file, ps-file (Preprint version) - Barndorff-Nielsen, O. E. and Stelzer, R. (2005):
Absolute Moments of Generalized Hyperbolic Distributions and Approximate Scaling of Normal Inverse Gaussian Lévy Processes
Scandinavian Journal of Statistics, 32 no. 4, 617-637, pdf-file
(This is an electronic version of an article published in Scandinavian Journal of Statistics complete citation information for the final version of the paper, as published in the print edition of Scandinavian Journal of Statistics is available on the Blackwell Synergy online delivery service, accessible via the journal's website at http://www.blackwellpublishing.com or http://www.blackwell-synergy.com)
Matlab code to calculate normal µ-centered moments and absolute µ-centered moments of NIG distributions/ Lévy-processes and analyse their scaling behaviour.
Edited Books
- Podolskij, M., Stelzer, R., Thorbjørnsen, St., Veraart, A. E. D., (2016):
The Fascination of Probability, Statistics and their Applications
In Honour of Ole E. Barndorff-Nielsen
Springer, Cham, ebook available at SpringerLink
Theses
- Stelzer, R. J. (2010):
Multivariate Stochastic Modelling with an Emphasis on Lévy Processes and Applications to Finance
Habilitation Thesis, TU München - Stelzer, R. J. (2007):
Multivariate Continuous Time Stochastic Volatility Models Driven by a Lévy Process
Dissertation, TU München, pdf-file and abstract
Förderpreis der Fachgruppe Stochastik der DMV 2008,
Promotionspreis des Bundes der Freunde der TU München 2008 - Stelzer, R. J. (2005):
On Markov-Switching Models - Stationarity and Tail Behaviour
Diploma thesis, TU München, pdf-file
Reviewing Activities
Since March 2006 I write regularly reviews for Mathematical Reviews.