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Research

Dr Israel Martinez Hernandez

Lecturer in Statistics

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  1. Published

    A dependent Bayesian Dirichlet process model for source apportionment of particle number size distribution

    Baerenbold, O., Meis, M., Martínez‐Hernández, I., Euán, C., Burr, W. S., Tremper, A., Fuller, G., Pirani, M. & Blangiardo, M., 28/02/2023, In: Environmetrics. 34, 1, 18 p., e2763.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    Functional Time Series Analysis and Visualization Based on Records

    Martinez Hernandez, I. & Genton, M. G., 31/03/2025, In: Journal of Computational and Graphical Statistics. 34, 1, p. 72-83 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Changepoint Detection on Daily Home Activity Pattern: A Sliced Poisson Process Method

    Martinez Hernandez, I. & Killick, R., 31/12/2024, In: Biometrics. 80, 4, ujae114.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Recent developments in complex and spatially correlated functional data

    Martínez-Hernández, I. & Genton, M. G., 31/05/2020, In: Brazilian Journal of Probability and Statistics. 34, 2, p. 204-229 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Robust depth-based estimation of the functional autoregressive model

    Martínez-Hernández, I., Genton, M. G. & González-Farías, G., 31/03/2019, In: Computational Statistics and Data Analysis. 131, p. 66-79 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Nonparametric trend estimation in functional time series with application to annual mortality rates

    Martínez-Hernández, I. & Genton, M. G., 30/09/2021, In: Biometrics. 77, 3, p. 866-878 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Nonparametric estimation of functional dynamic factor model

    Martínez-Hernández, I., Gonzalo, J. & González-Farías, G., 2/10/2022, In: Journal of Nonparametric Statistics. 34, 4, p. 895-916 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Surface time series models for large spatio-temporal datasets

    Martínez-Hernández, I. & Genton, M. G., 31/03/2023, In: Spatial Statistics. 53, 16 p., 100718.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. E-pub ahead of print

    Modelling particle number size distribution: a continuous approach

    Martínez-Hernández, I., Euán, C., Burr, W. S., Meis, M., Blangiardo, M. & Pirani, M., 14/10/2024, (E-pub ahead of print) In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 74, 1, p. 229-248 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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