Birs- 15w5003: Current and Future Challenges in Robust Statistics

  1. Title:
    Robustness Against Heterogeneity in Big Data

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  2. Title:
    Bias and robustness

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  3. Title:
    Regularized M-Estimators of Multivariate Scatter

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  4. Title:
    Tukey g-and-h Random Fields

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  5. Title:
    Robust Filtering

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  6. Title:
    A Proposal for Robust Estimation of Fixed Parameters in General State-Space Models

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  7. Title:
    Robust functional principal components by least trimmed squares

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  8. Title:
    Robust Generalized Dynamic Principal Components

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  9. Title:
    Robust estimation in partially linear measurement error models

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  10. Title:
    Distances and their role in robustness

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  11. Title:
    Pairwise Mahalanobis distances in the context of local outlier detection

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  12. Title:
    Application of Robust Methods & Tools in Finance.

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  13. Title:
    Detecting cellwise outliers

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  14. Title:
    Session in Honour of Ricardo Maronna, Doug Martin and Victor Yohai

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  15. Title:
    Robust and sparse regression in high dimensions

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  16. Title:
    Robust and sparse estimators for linear regression models

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  17. Title:
    Robust penalized M-estimators

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  18. Title:
    High-dimensional precision matrix estimation: Cellwise corruption under epsilon-contamination

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  19. Title:
    Robust and efficient estimation of multivariate scatter and location

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  20. Title:
    Subspace estimation in linear dimension reduction

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