- "Discrete-time Markov chains with random observation times" (with D. Aurouet); arXiv:2505.12971;
- "Optimal inference for the mean of random functions" (with O. Kassi); arxiv:2504.11025;
- "Continuously updated estimation of conditional hazard functions" (with D. Aurouet); arXiv:2503.08356;
- "Single-index mixture cure models with functional covariates" (with B. Piñeiro Lamas; A. López-Cheda, R. Cao);
- "An information criterion for detecting periodicities in functional time series" (with R. Sagawa, Y. Liu);
- "Locally Adaptive Online Functional Data Analysis" (with J. Racine); (working paper here)
- "Adaptive estimation for weakly dependent functional times series" (with H. Maissoro, M. Vimond); arXiv:2403.13706;
Articles:
- V. Patilea, S. Wang (2026) "Rate accelerated inference for integrals of multivariate random functions", Computational Statistics and Data Analysis, Vol. 214 (open access). R package here.
- O. Kassi, N. Klutchnikoff, V. Patilea (2025) "Learning the regularity of multivariate functional data", Electronic Journal of Statistics, 19(2): 4174-4229 (2025). DOI: 10.1214/25-EJS2433.
- H. Maissoro, V. Patilea, M. Vimond (2025+) "Adaptive estimation for weakly dependent functional times series", Journal of Time Series Analysis, online access.
- S. Wang, V. Patilea, N. Klutchnikoff (2025) "Adaptive functional principal components analysis", Journal of the Royal Statistical Society Series B, Vol. 87, Issue 3, 603-631. (arXiv:2306.16091).
- V. Patilea, F. Portier (2025) "Density model checks via the lack-of-fitness", Stat Papers, vol. 66, article 31. (link) (working paper version here).
- S. Golovkine, N. Klutchnikoff, V. Patilea (2025) "Adaptive estimation of irregular mean and covariance functions", Bernoulli, vol. 31, No. 2, 1032-1057.
- E. Musta, V. Patilea, I. Van Keilegom (2025) "Regression estimation using surrogate responses obtained by presmoothing", Statistica Neerlandica, vol. 79 (1), e12351. (link)
- E. Musta, V. Patilea, I. Van Keilegom (2024) "A 2-step estimation procedure for semiparametric mixture cure models", Scandinavian Journal of Statistics, vol. 51, No. 3, 987-1011.
Research Experience
Editorial Activity:
- Bernoulli Journal (AE, 01/2022 -)
- Statistical Methods and Applications (03/2025 -)
Education
Education background information is not provided.
Background
Professor of Statistics - Head of the PhD program
Research interests:
- Functional data
- Semi and nonparametric statistics
- Survival analysis
- Time Series
- Econometrics
Miscellany
Office: 270
Phone: +33(0)2 99 05 33 25
Email: valentin.patilea@ensai.fr
Address: ENSAI, Campus de Ker Lann, 51 Rue Blaise Pascal, BP 37203, 35172 BRUZ Cedex