Research publications

Journal Papers

  1. P. Bertail, A.E. Dudek and Ł. Lenart (2024). Mean square consistency and improved rate of convergence of generalized subsampling estimator for nonstationary time series, J. Time Ser. Anal., published online, https://hal.science/hal-04736236v1.
  2. A.E. Dudek, B. Majewski, A. Napolitano (2024). Spectral density estimation for spectrally correlated processes, Time Ser. Anal., 45(6), 884-909, https://hal.science/hal-04008757/  .
  3. P. Bertail and A.E. Dudek (2024). Optimal choice of bootstrap block length for periodically correlated time series, Bernoulli, 30(3), 2521-2545, https://hal.science/hal-03472199/document.
  4. J. Aston, D. Dehay, A.E. Dudek, J-M Freyermuth, D. Scucs, L. Colling (2023). Spectrum inference for replicated spatial locally time-harmonizable time series, Electron. J. Statist., 17,  1371-1410, https://hal.science/hal-03599095v2/file/Hal_version.pdf.
  5. A.E. Dudek and Ł. Lenart (2023). Spectral density estimation for nonstationary data with nonzero mean function, Journal of the American Statistical Association, 118, 1900-1910, https://hal.archives-ouvertes.fr/hal-02442913/document.
  6. P. Bertail and A.E. Dudek (2021). Consistency of the Frequency Domain Bootstrap for differentiable functionals, Electron. J. Statist., 15(1), 1-36, https://hal.archives-ouvertes.fr/hal-02385774v3/document.
  7. D. Dehay, A.E. Dudek and M. Elbadaoui (2018). Bootstrap for almost cyclostationary processes with jitter effect, Digital Signal Processing, 73, 93-105, https://hal.archives-ouvertes.fr/hal-01430394/document.
  8. A.E. Dudek (2018). Block bootstrap for periodic characteristics of periodically correlated time series. Journal of Nonparametric Statistics, 30(1), 87-124, https://hal.archives-ouvertes.fr/hal-01305810v2/document.
  9. A.E. Dudek and ŁŠ. Lenart (2017). Subsampling for nonstationary time series with non-zero mean function, Statistics and Probability Letters, 129, 252 259, https://hal.archives-ouvertes.fr/hal-01415632v4/document.
  10. D. Dehay and A.E. Dudek (2017). Bootstrap for the second-order analysis of Poisson-sampled almost periodic processes, Electronic Journal of Statistics, 11(1), 99 147, https://projecteuclid.org/euclid.ejs/1485162022.
  11. A.E. Dudek (2016). First and second order analysis for periodic random arrays using block bootstrap methods, Electronic Journal of Statistics, 10(2), 2561-2583, https://projecteuclid.org/euclid.ejs/1473431414.
  12. A.E. Dudek, H. Hurd and W. Wójtowicz (2016). Periodic autoregressive moving average methods based on Fourier representation of periodic coefficients, Wiley Interdisciplinary Reviews: Computational Statistics, 8(3), 130-149, https://hal.archives-ouvertes.fr/hal-01310918/document.
  13. A.E. Dudek, E. Paparoditis and D. Politis (2016). Generalized Seasonal Tapered Block Bootstrap, Statistics and Probability Letters, 115, 27-35, https://hal.archives-ouvertes.fr/hal-01310921/document.
  14. D. Dehay and A.E. Dudek (2015). Bootstrap method for Poisson sampling almost periodic process, J. Time Ser. Anal., 36(3), 327-351.
  15. A.E. Dudek (2015). Circular block bootstrap for coefficients of autocovariance function of almost periodically correlated time series, Metrika, 78(3), 313-335.
  16. A.E. Dudek, M. Maiz and M. Elbadaoui (2014). Generalized Seasonal Block Bootstrap in frequency analysis of cyclostationary signals, Signal Process., 104C, 58-368. A.E. Dudek, M. Maiz and M. Elbadaoui (2015). (Erratum to Generalized Seasonal Block Bootstrap in frequency analysis of cyclostationary signals [Signal Process. 104(2014) 358-368], Signal Process., 109, 362-363.)
  17. D. Dehay, A. Dudek and J. Leśkow (2014). Subsampling for continuous time nonstationary stochastic processes, J. Stat. Plan. Inf., 150, 142-158.
  18. A.E. Dudek, J. Leśkow, E. Paparoditis and D. Politis (2014). A generalized block bootstrap for seasonal time series, J. Time Ser. Anal., 35, 89-114.
  19. A. Dudek and J. Leśkow (2011). A bootstrap algorithm for data from a periodic multiplicative intensity model, Comm. Statist. Theory Methods, 40, 1468-1489.
  20. A. Dudek (2009). Smoothed estimator of the periodic hazard function, Opusc. Math., 29(3), 229-251.
  21. A. Dudek and Z. Szkutnik (2008). Minimax unfolding of the spheres size distribution from linear sections, Statistica Sinica, 18, 1063-1080.
  22. A. Dudek, M. Goćwin and J. Leśkow (2008). Simultaneous confidence bands for the integrated hazard function, Comput. Stat., 23(1), 41-62.

Book chapters, research monographs, conference papers

  1. A.E. Dudek, D. Dehay, H. Hurd and A. Makagon (2022). Foundations of the theory of strongly periodically correlated fields over $Z^2$ - Nonstationary Systems: Theory and Applications; Contributions to the 13th Workshop on Nonstationary Systems and Their Applications, February 3-5, 2020, Grodek nad Dunajcem, Poland; Editors: F. Chaari, J. Leskow, A. Wylomanska,  R. Zimroz, A. Napolitano; Part of the Applied Condition Monitoring book series (ACM, volume 18) published by Springer, Cham, pp 127-144.
  2. A.E. Dudek. and P. Potorski (2020). Bootstrapping the Autocovariance of PC Time Series - A Simulation Study -   Cyclostationarity: Theory and Methods - IV; Contributions to the 10th Workshop on Cyclostationary Systems and Their Applications, February 2017, Grodek, Poland; Editors: F. Chaari, J. Leskow, R. Zimroz, A. Wylomanska, A. Dudek; Part of the Applied Condition Monitoring book series (ACM, volume 16) published by Springer, Cham, pp 41-55.
  3. A.E. Dudek and J. Uzar (2015). Simulation study of performance of MBB in overall mean estimation problem for APC time series, F. Chaari et al. (eds.) Cyclostationarity: Theory and Methods - II, Applied Condition Monitoring 3. Chapter 1, pp 1-18, DOI 10.1007/978-3-319-16330-7_1, Springer International Publishing Switzerland 2015.
  4. A.E. Dudek, H. Hurd and W. Wójtowicz (2015). PARMA models with applications in R, F. Chaari et al. (eds.) Cyclostationarity: Theory and Methods - II, Applied Condition Monitoring 3. Chapter 7, pp 131-153, DOI 10.1007/978-3-319-16330-7_7, Springer International Publishing Switzerland 2015.
  5. A.E. Dudek, J. Leśkow and S. Maiz (2014). Block bootstrap for coefficients of periodically correlated time series, Topics in Nonparametric Statistics: Topics in NonParametric Statistics: Proceedings of the First Conference of the International Society for Non-Parametric Statistics, M.G. Akritas, S.N. Lahiri and D.N. Politis (Eds.), Springer, New York, Chapter: 8, pp 75-84.
  6. A.E. Dudek and P. Potorski (2014). Simulation comparison of CBB and GSBB in overall mean estimation problem for PC time series, F. Chaari et al. (eds.) Cyclostationarity: Theory and Methods, Lecture Notes in Mechanical Engineering. Chapter 7, pp 95-106, DOI 10.1007/978-3-319-04187-7, Springer International Publishing Switzerland.
  7. A.E. Dudek, H. Hurd and W. Wójtowicz (2014). Bootstrap for maximum likelihood estimates of PARMA coefficients, F. Chaari et al. (eds.) Cyclostationarity: Theory and Methods, Lecture Notes in Mechanical Engineering. Chapter 2, pp 15-22, DOI 10.1007/978-3-319-04187-2, Springer International Publishing Switzerland.
  8. S. Maiz, M. El Badoui, F. Bonnardot, J. Leśkow and A. Dudek (2013). Deterministic/cyclostationary Signal Separation Using Bootstrap, 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, ALCOSP 2013, Adaptation and Learning in Control and Signal Processing, Volume 11, Part 1, p. 641-646, DOI: 10.3182/20130703-3-FR-4038.00089.
Antoni Hoborski