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Mark Podolskij

Institute of Applied Mathematics (from arXiv:2602.19287, 2026) · ORCID · OpenAlex

63 papers in scope · 63 published · 3 on the econ.EM arXiv · 2,689 citations · h-index 22 (over the papers listed here)

Related authors

The 20 authors closest to this one in our weighted citation graph, most related first.

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  4. Lingxiang Zhang
  5. Qianli Zhao
  6. Fred Espen Benth
  7. Thomas K. Kloster
  8. Shifan Yu
  9. Yasin Şimşek
  10. Aleksey Kolokolov
  11. Richard Gerlach
  12. Chao Wang
  13. Hans Manner
  14. Laleh Tafakori
  15. Matias Quiroz
  16. Tetsuya Takabatake
  17. Chen Zhang
  18. Luca Trapin
  19. Peter Reinhard Hansen
  20. Jun Yu

Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md.

Papers

(3 of 63)

On Lasso estimator for the drift function in diffusion models
published2025 · Bernoulli · 3 citations · first circulated 2022
with Gabriela Ciołek, Dmytro Marushkevych
Sampling effects on Lasso estimation of drift functions in high-dimensional diffusion processes
published2025 · Electronic Journal of Statistics · 1 citations · first circulated 2024
with Chiara Amorino, Francisco Pina
Polynomial rates via deconvolution for nonparametric estimation in McKean–Vlasov SDEs
published2024 · Probability Theory and Related Fields · 10 citations
with Chiara Amorino, Denis Belomestny, Vytautė Pilipauskaitė, Shiyuan Zhou
Asymptotic theory for quadratic variation of harmonizable fractional stable processes
published2024 · Theory of Probability and Mathematical Statistics · 1 citations · first circulated 2023
with Andreas Basse-O’Connor
Optimal estimation of the local time and the occupation time measure for an α-stable Lévy process
published2024 · Modern Stochastics Theory and Applications · 1 citations · first circulated 2022
with Chiara Amorino, Arturo Jaramillo
Limit theorems for general functionals of Brownian local times
published2024 · Electronic Journal of Probability · first circulated 2023
with Simon Campese, Nicolas Lengert
Estimation of mixed fractional stable processes using high-frequency data
published2023 · The Annals of Statistics · 5 citations · first circulated 2022
with Fabian Mies
Parameter estimation of discretely observed interacting particle systems
published2023 · Stochastic Processes and their Applications · 21 citations · first circulated 2022
with Chiara Amorino, Akram Heidari, Vytautė Pilipauskaitė
Semiparametric estimation of McKean–Vlasov SDEs
published2023 · Annales de l Institut Henri Poincaré Probabilités et Statistiques · 22 citations · first circulated 2021
with Denis Belomestny, Vytautė Pilipauskaitė
published2022 · Statistical Inference for Stochastic Processes · 5 citations · first circulated 2021
Optimal estimation of the supremum and occupation times of a self-similar Lévy process
published2022 · Electronic Journal of Statistics · 3 citations
with Jevgeņijs Ivanovs
On estimation of quadratic variation for multivariate pure jump semimartingales
published2021 · Stochastic Processes and their Applications · 7 citations · first circulated 2020
with Johannes Heiny
Multidimensional parameter estimation of heavy‐tailed moving averages
published2021 · Scandinavian Journal of Statistics · 5 citations
with Mathias Mørck Ljungdahl
Local asymptotic self-similarity for heavy tailed harmonizable fractional Lévy motions
published2021 · ESAIM Probability and Statistics · 2 citations · first circulated 2018
with Andreas Basse-O’Connor, Thorbjørn Grønbæk
Editorial
published2021 · Modern Stochastics Theory and Applications
Edgeworth expansion for Euler approximation of continuous diffusion processes
published2020 · The Annals of Applied Probability
with Bezirgen Veliyev, Nakahiro Yoshida
A minimal contrast estimator for the linear fractional stable motion
published2020 · Statistical Inference for Stochastic Processes · 1 citations
with Mathias Mørck Ljungdahl
On Dantzig and Lasso estimators of the drift in a high dimensional Ornstein-Uhlenbeck model
published2020 · Electronic Journal of Statistics · 10 citations
with Gabriela Ciołek, Dmytro Marushkevych
Estimation of the linear fractional stable motion
published2019 · Bernoulli · 3 citations
with Stepan Mazur, Dmitry Otryakhin
The asymptotic error of chaos expansion approximations for stochastic differential equations
published2019 · Modern Stochastics Theory and Applications · 4 citations
with Tony Huschto, Sebastian Säger
A Note on Parametric Estimation of Lévy Moving Average Processes
published2019 · Springer proceedings in mathematics & statistics · 4 citations
with Mathias Mørck Ljungdahl
On the minimal number of driving Lévy motions in a multivariate price model
published2018 · Journal of Applied Probability · 1 citations
with Jean Jacod
Is the diurnal pattern sufficient to explain intraday variation in volatility? A nonparametric assessment
published2018 · Journal of Econometrics · 14 citations
On limit theory for Lévy semi-stationary processes
published2018 · Bernoulli · 11 citations · first circulated 2016
with Andreas Basse-O’Connor, Claudio Heinrich
A limit theorem for a class of stationary increments Lévy moving average process with multiple singularities
published2018 · Modern Stochastics Theory and Applications · 3 citations
with Mathias Mørck Ljungdahl
Comment on: Limit of Random Measures Associated with the Increments of a Brownian Semimartingale*
published2017 · Journal of Financial Econometrics · 4 citations
with Mathieu Rosenbaum, Jia Li, Dacheng Xiu
On U-and V-statistics for discontinuous Itô semimartingales
published2017 · Annales de l Institut Henri Poincaré Probabilités et Statistiques · 3 citations · first circulated 2015
with Christian Schmidt, Mathias Vetter
Testing the maximal rank of the volatility process for continuous diffusions observed with noise
published2017 · Bernoulli · 7 citations · first circulated 2014
Edgeworth expansion for the pre-averaging estimator
published2017 · Stochastic Processes and their Applications · 11 citations · first circulated 2015
with Bezirgen Veliyev, Nakahiro Yoshida
Estimation of the global regularity of a multifractional Brownian motion
published2017 · Electronic Journal of Statistics · 10 citations · first circulated 2016
with Joachim Lebovits
Inference from high-frequency data: A subsampling approach
published2016 · Journal of Econometrics · 7 citations · first circulated 2015
with Kim Christensen, Nopporn Thamrongrat, Bezirgen Veliyev
Edgeworth expansion for functionals of continuous diffusion processes
published2016 · The Annals of Applied Probability · 14 citations · first circulated 2013
with Nakahiro Yoshida
On critical cases in limit theory for stationary increments Lévy driven moving averages
published2016 · Stochastics · 11 citations · first circulated 2015
with Andreas Basse-O’Connor
A Weak Limit Theorem for Numerical Approximation of Brownian Semi-stationary Processes
published2015 · Springer proceedings in mathematics & statistics
with Nopporn Thamrongrat
Asymptotics of weighted random sums
published2014 · Communications in Applied and Industrial Mathematics · 1 citations
with José Manuel Corcuera, David Nualart
High-frequency asymptotics for path-dependent functionals of Itô semimartingales
published2014 · Stochastic Processes and their Applications · 3 citations
with Moritz Duembgen
On non-standard limits of Brownian semi-stationary processes
published2014 · Stochastic Processes and their Applications · 11 citations
with Kerstin Gärtner, Kerstin Gaertner
Limit theorems for nondegenerate U-statistics of continuous semimartingales
published2014 · The Annals of Applied Probability · 3 citations · first circulated 2012
with Christian Schmidt, Johanna F. Ziegel
Fact or friction: Jumps at ultra high frequency
published2014 · Journal of Financial Economics · 78 citations · first circulated 2011
with Kim Christensen, Roel C. A. Oomen
A test for the rank of the volatility process: The random perturbation approach
published2013 · The Annals of Statistics · 11 citations · first circulated 2012
with Jean Jacod
On covariation estimation for multivariate continuous Itô semimartingales with noise in non-synchronous observation schemes
published2013 · Journal of Multivariate Analysis · 76 citations · first circulated 2011
with Kim Christensen, Mathias Vetter
Asymptotic theory for Brownian semi-stationary processes with application to turbulence
published2013 · Stochastic Processes and their Applications · 61 citations · first circulated 2012
with José Manuel Corcuera, Emil Hedevang, Mikko S. Pakkanen
Preaveraging-Based Estimation of Quadratic Variation in the Presence of Noise and Jumps: Theory, Implementation, and Empirical Evidence
published2013 · Journal of Business and Economic Statistics · 113 citations
published2012 · Journal of Financial Econometrics · 40 citations
Goodness-of-fit testing for fractional diffusions
published2012 · CREATES Research Papers · 6 citations
with Katrin Wasmuth
Multipower variation for Brownian semistationary processes
published2011 · Bernoulli · 73 citations · first circulated 2009
with Ole E. Barndorff-Nielsen, José Manuel Corcuera
Testing the local volatility assumption: a statistical approach
published2011 · Annals of Finance · 7 citations
with Mathieu Rosenbaum
Quantitative Breuer–Major theorems
published2010 · Stochastic Processes and their Applications · 9 citations
with Ivan Nourdin, Giovanni Peccati
Understanding limit theorems for semimartingales: a short survey
published2010 · Statistica Neerlandica · 71 citations · first circulated 2009
with Mathias Vetter
Pre-averaging estimators of the ex-post covariance matrix in noisy diffusion models with non-synchronous data
published2010 · Journal of Econometrics · 69 citations
with Kim Christensen, Silja Kinnebrock
Realised quantile-based estimation of the integrated variance
published2010 · Journal of Econometrics · 27 citations · first circulated 2009
with Kim Christensen, Roel C. A. Oomen
New tests for jumps in semimartingale models
published2009 · Statistical Inference for Stochastic Processes · 67 citations
with Daniel Ziggel
Estimation of volatility functionals in the simultaneous presence of microstructure noise and jumps
published2009 · Bernoulli · 310 citations · first circulated 2007
with Mathias Vetter, Margit Sommer
Bipower-type estimation in a noisy diffusion setting
published2009 · Stochastic Processes and their Applications · 113 citations · first circulated 2008
with Mathias Vetter
Bipower Variation for Gaussian Processes with Stationary Increments
published2009 · Journal of Applied Probability · 36 citations · first circulated 2008
with Ole E. Barndorff-Nielsen, José Manuel Corcuera, Jeannette H. C. Woerner, Jeanette Woerner
Bias-correcting the realized range-based variance in the presence of market microstructure noise
published2009 · Finance and Stochastics · 49 citations · first circulated 2007
with Kim Christensen, Mathias Vetter
Limit theorems for functionals of higher order differences of Brownian semi-stationary processes
published2009 · CREATES Research Papers · 49 citations
with Ole E. Barndorff-Nielsen, José Manuel Corcuera
Microstructure noise in the continuous case: The pre-averaging approach
published2008 · Stochastic Processes and their Applications · 725 citations · first circulated 2007
with Jean Jacod, Yingying Li, Per A. Mykland, Mathias Vetter
Power variation for Gaussian processes with stationary increments
published2008 · Stochastic Processes and their Applications · 80 citations · first circulated 2007
with Ole E. Barndorff-Nielsen, José Manuel Corcuera
Testing the parametric form of the volatility in continuous time diffusion models—a stochastic process approach
published2007 · Journal of Econometrics · 39 citations · first circulated 2005
A note on the central limit theorem for bipower variation of general functions
published2007 · Stochastic Processes and their Applications · 59 citations
with Silja Kinnebrock
published2006 · Journal of Econometrics · 249 citations
Estimation of Integrated Volatility in Continuous‐Time Financial Models with Applications to Goodness‐of‐Fit Testing
published2006 · Scandinavian Journal of Statistics · 50 citations · first circulated 2004
with Holger Dette, Mathias Vetter

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.