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  • Curriculum Vitae
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    • Welcome
    • Experience
    • Research
    • Publications
    • Contact
    • Curriculum Vitae
  • Welcome
  • Experience
  • Research
  • Publications
  • Contact
  • Curriculum Vitae

Published or Submitted

  • M. L. Battagliola, H. Sørensen, A. Tolver, and A.-M. Staicu,
    A Bias-Adjusted Estimator in Quantile Regression for Clustered Data.
    Econometrics and Statistics, Volume 23, Pages 165–186, 2022. https://doi.org/10.1016/j.ecosta.2021.07.003
  • M. L. Battagliola, H. Sørensen, A. Tolver, and A.-M. Staicu.
    Quantile Regression for Longitudinal Functional Data with Application to Feed Intake of Lactating Sows.
    Journal of Agricultural, Biological and Environmental Statistics, 2024. https://doi.org/10.1007/s13253-024-00601-5
  • M. L. Battagliola and S. C. Olhede.
    A New Class of Realistic Spatio-Temporal Processes with Advection and Their Simulation.
    Preprint, 2024. Available at https://arxiv.org/abs/2303.02756. 
  • M. L. Battagliola and M. Bladt.
    Extremile Scalar-on-Function Regression with Application to Climate Scenarios.
    Preprint, 2024. Available at https://arxiv.org/abs/2405.20817
  • H. Albrecher, M. L. Battagliola, M. Bladt, A. J. A. Müller, and T. Swierczynski.
    Flood Occurrence in the European Alps: A Study Over 1000 Years Based on Sediment Data
    Preprint, University of Lausanne, 2024.

In Progress

  • M. L. Battagliola, Y. Fahmy, and J. Guinness.
    Maximum Likelihood Estimation of Latent Velocity in Evolving Random Fields. 
  • M. L. Battagliola and J. O. Bauer
    Localized Functional Principal Component Analysis based on Covariance Structure. 
  • M. L. Battagliola, S. Elipot, J. P. Grainger, and S. C. Olhede.
    Isotropic Spectral Estimation Applied to Oceanic Currents Velocities.
  • M. L. Battagliola and M. Bladt.
    General Sampling of Copulas with Dirichlet Processes.
  • M. L. Battagliola, R. T. Ogden, and S. Zhang.
    Analysis of Learning Curves of Mice: A Functional Approach based on Alignment.
  • M. L. Battagliola and J. Yslas.
    Anomaly Detection for Functional Data.

Software Contribution

R Package:

LauraBattagliola/ExtrFunReg: ExtrFunReg package (v0.0.2) 2024.

Available at https://doi.org/10.5281/zenodo.11400425